[{"source":"Faculté de droit Travaux récents","id":3260041,"description":"dc.contributor.author: Larochelle, Vincent dc.date.issued: 2026-10 dc.description.abstract: Ce mémoire analyse la politique linguistique canadienne à travers l’un de ses aspects fondamentaux, celui des langues officielles dans la fonction publique fédérale canadienne. En partant d’une mise en contexte historique couvrant la période allant de la Conquête anglaise à la Révolution tranquille, il rappelle d’abord le contexte social dans lequel évoluaient les Canadiens français et les Canadiens anglais, et auquel la politique linguistique canadienne était censée répondre. Pour évaluer l’efficacité de la politique linguistique canadienne, ce mémoire procède à une analyse inédite de la composition linguistique de la fonction publique canadienne au fil du temps. Cette analyse de données s’étalant sur plus de 50 ans révèle un double constat : si les fonctionnaires francophones sont désormais représentés à la hauteur du poids démographique qu’ils occupent dans la société canadienne, les postes français ont subi un effondrement de près de 70% entre 1973 et 2024, passant de 12,5% à seulement 3,2% de l’ensemble des postes, tandis que les postes anglais demeurent quasi-stables, ne perdant sur la même période que 3,1% de leurs effectifs. Dans une fonction publique censée être bilingue selon la Loi, il y a aujourd’hui 15 fois plus de postes anglais que de postes français. Il y a par ailleurs six fois moins de postes français dans la fonction publique fédérale canadienne que le poids réel des francophones au sein de la société canadienne. En outre, pour chaque poste anglais disponible pour un fonctionnaire anglophone, le fonctionnaire francophone a accès à 6 fois moins de postes français. Il en résulte que, comme jadis, l’anglais demeure la langue de travail nettement dominante de la fonction publique fédérale, tandis que le français continue d’être marginalisé, en contradiction avec certains des objectifs de la Loi sur les langues officielles.; This master’s thesis analyzes the Canadian language policy through one of its fundamental aspects, official languages within the Canadian federal public service. Starting with a historical overview spanning the period going from the English Conquest to the Quiet Revolution, it first recalls the social context in which French Canadians and English Canadians evolved, and to which the Canadian language policy was supposed to respond. In order to evaluate the effectiveness of the Canadian language policy, this thesis carries out an original analysis of the linguistic composition of the federal public service over time. This over 50-year data analysis reveals a dual finding: while francophone public servants are now represented in proportion to their demographic weight in Canadian society, french positions have collapsed by nearly 70% between 1973 and 2024, falling from 12.5% to only 3.2% of all positions, whereas English positions have remained nearly stable, losing only 3.1% of their share over the same period. In a public service that is supposed to be bilingual under the Act, there are today 15 times more English positions than French positions. Moreover, there are six times fewer French positions in the Canadian public service than the actual demographic weight of Francophones in the Canadian society. Furthermore, for every Anglophone public servant who obtains a position in their language, a Francophone public servant has 6 times fewer chances of obtaining a position in their language. As a result, as in the past, English remains the clearly dominant working language of the federal public service, while french continues to be marginalized, in contradiction with some of","pubDate":"Tue, 03 Nov 2026 08:25:09 +0100","url":"https://hdl.handle.net/1866/46873","titre":"Le français dans la fonction publique fédérale"},{"description":"dc.contributor.author: Allard, Marianne dc.date.issued: 2026-10 dc.description.abstract: Les coraux, étant des animaux filtreurs, sont indispensables aux écosystèmes marins, créant des points chauds de biodiversité. Les pressions humaines grandissantes sur les coraux menacent leur survie et crée un changement de dominance des coraux durs aux coraux mous. Cette étude révèle la présence de vibrations chez plusieurs espèces de coraux mous à partir de données récoltées en laboratoire et en plongée. Les paramètres principaux influençant la fréquence de vibration sont le diamètre des branches, la vitesse d’écoulement et la présence des polypes (structures servant à capturer la nourriture). La dynamique d’interaction entre les coraux et leur environnement changeant se verra modifiée dans les prochaines années en raison de l’augmentation de l’intensité des tempêtes liée aux changements climatiques, risquant d’impacter leur capacité d’alimentation. Les déversements pétroliers représentent également une menace importante pour les coraux. Leur toxicité a été démontrée dans des études précédentes, sans toutefois qu’une ingestion directe n’ait été observée. Dans cette étude, deux espèces de coraux mous et trois espèces de coraux durs ont été exposés à trois types d’huile différents (canola, poisson et moteur) pour évaluer leur réaction et leur interaction avec les gouttelettes d’huile. L’ingestion des trois huiles a été confirmée chez les coraux mous, et l’ingestion accidentelle de l’huile de canola a été constatée chez une espèce de corail dur. Les deux autres espèces de coraux durs ont montré un gonflement des polypes lors de l’exposition aux trois types d’huile. Les coraux mous sont donc potentiellement plus vulnérables aux déversements de pétrole, alors que les coraux durs pourraient servir d’indicateurs d’exposition. Cette étude est significative car elle est la première à se pencher sur ces deux aspects des menaces anthropiques sur les récifs coralliens.; Corals are filter-feeding animals that play a vital role in marine ecosystems, creating biodiversity hotspots. Growing human pressures on corals are threatening their survival and creating a shift from hard to soft coral dominated reefs. This study revealed the presence of vibrations in several soft coral species, from diving and laboratory data. The main parameters influencing vibration frequency are branch diameter, water flow velocity, and the presence of polyps (structures that capture food particles). The fluid-structure interaction between the coral and its environment is expected to change in coming years due to stronger storms from climate change, potentially affecting their feeding capacity. Oil spills also pose a major threat to corals. While toxicity has been demonstrated in past studies, direct ingestion had not been observed. In this study, experiments were made exposing two soft coral species and three hard coral species to three oil types (canola, fish, and motor) to test their reaction and interaction with oil droplets. All three oils were ingested by soft corals, while only canola oil was accidentally ingested by one hard coral species. The other two hard coral species showed polyp swelling after exposure to all three oils. Soft corals may thus be more vulnerable to oil spills, while hard corals could serve as exposure indicators. This study is significant as it is the first to examine these two aspects of human threats on coral reefs. dc.type: Thèse ou mémoire /","id":3238635,"source":"Faculté de droit Travaux récents","url":"https://hdl.handle.net/1866/46820","titre":"Aspects novateurs de la mécanique des fluides appliquée à la biologie des coraux","pubDate":"Sat, 24 Oct 2026 08:07:41 +0200"},{"id":3203247,"description":"FTC consumer protection year in review offers 2020 vision for your business lfair January 8, 2020 | 9:26AM FTC consumer protection year in review offers 2020 vision for your business By Lesley Fair They say hindsight is 20/20, but what about foresight? We’re not ones to prognosticate, but a look at notable FTC cases and initiatives from the past year suggests some topics likely to be top of mind in months to come. Here is a non-exhaustive list of issues in our 2019 rearview mirror and likely visible through the 2020 windshield. Consumer privacy. The FTC’s $5 billion enforcement action against Facebook made history and headlines, but the other notable part of the case is the monumental change the order mandates to Facebook’s privacy ecosystem. The Commission opinion in Cambridge Analytica reaffirms the proposition that like any other claim, a company’s privacy promises are viewed through the lens of established FTC consumer perception principles. A series of cases demonstrates the agency’s continued commitment to challenging false or misleading representations about businesses’ compliance with the EU-U.S. Privacy Shield Framework. Another important development is the FTC’s proposed settlement with Retina-X . It’s our first action against a marketer of stalking apps – software that allowed purchasers to monitor the mobile devices on which they’re installed, without users’ knowledge. COPPA. Congress passed the Children’s Online Privacy Protection Act to ensure that when it comes to the collection of kids’ personal information online, parents are in the driver’s seat. The FTC settlement with YouTube – brought in conjunction with the New York Attorney General – alleges that the company collected kids’ personal data without parental consent, in violation of the COPPA Rule . The $170 million civil penalty broke the record for the largest remedy in an FTC COPPA case, set months before in our $5.7 million settlement with Musical.ly , now known as TikTok. If you’re a YouTube channel owner, read a special Business Blog post for tips on determining if your content is directed to children. Data security. Is your company honoring its data security promises and taking reasonable steps to safeguard the sensitive information in its possession? The FTC, CFPB, and State AG actions against Equifax illustrate how consumers are injured when companies ignore reasonably foreseeable threats. The settlement, which totals between $575 million and $700 million – also reminds businesses that heeding warnings about known risks is more prudent (and cost-effective) than the alternative. Three threads tie together the FTC’s unrelated actions against LightYear Dealer Technologies and InfoTrax Systems . They both sell management software to specific industries. They both allegedly failed to take reasonable steps to secure their networks, resulting in damaging data breaches. And they’re both covered by similar new orders the FTC has introduced in recent data security cases. If you or your clients are players in the Internet of Things, the settlement of the FTC’s litigation against connected device company D-Link sends an unmistakable message: The future of the IoT marketplace depends on secure software development. Endorsements, certifications, and influencers. Why is the FTC concerned about the accuracy of endorsements and certifications? Because they’re material to consumers. The FTC says Truly Organics’ claim that its personal care products were “certified organic” lathered up a double bubble of deception. First, its merchandise contained ingredients that weren’t organic. Second, the company falsely claimed that its products were certified by USDA’s National Organic Program. Other FTC developments focused on the use of endorsements in social media. The FTC’s action against Devumi alleges the company sold fake followers, phony subscribers, and bogus","source":"FTC USA Business Blog Posts","pubDate":"Thu, 08 Oct 2026 08:06:58 +0200","titre":"FTC consumer protection year in review offers 2020 vision for your business","url":"https://www.ftc.gov/business-guidance/blog/2020/01/ftc-consumer-protection-year-review-offers-2020-vision-your-business"},{"pubDate":"Mon, 05 Oct 2026 08:07:09 +0200","url":"https://www.ftc.gov/business-guidance/blog/2020/02/ftc-challenges-online-trading-academys-money-making-claims","titre":"FTC challenges Online Trading Academy’s money-making claims","id":3197414,"description":"FTC challenges Online Trading Academy’s money-making claims lfair February 12, 2020 | 4:35PM FTC challenges Online Trading Academy’s money-making claims By Lesley Fair Ads for health products often target Boomer Consumers, but those aren’t the only claims pitched to people looking toward retirement. An FTC action alleges a company called Online Trading Academy has taken in more than $370 million by gearing its deceptive representations to that demographic. In addition, the complaint alleges violations of the Consumer Review Fairness Act. According to the FTC, the California-based operation, related companies, and three individual defendants advertise a “patented strategy” that consumers can apply “to any asset class including stocks, options, futures and currencies” to rake in big money. They claim their “training programs” – with price tags as high as $50,000 – will teach consumers how to “invest like the pros on Wall Street.” ”No matter your experience and goals,” people were told the defendants’ “proven” strategy was “designed to make money in any market, whether it’s going up or down.” The complaint recounts the process the defendants use to attract consumers through TV and radio ads, online promotions, and direct mail. First comes an in-person “preview” seminar. Next, people pay $299 for a three-day “orientation.” That’s where the defendants urge attendees to sign up for seminars costing thousands more. The defendants assign each attendee an “Education Counselor” – a/k/a salesperson working on commission – who follows up by phone or email. According to the complaint, the defendants train their Education Counselors not to “look like, act like or sound like, a traditional salesperson,” but instead to take on a “role” and lead consumers through “The Pain Funnel,” Q&A designed to overcome consumer qualms. To get people to sign up for more seminars, the defendants routinely offer to finance all or part of the cost with loans at 18%, with the promise to forgive the interest if the consumer pays the total off within six months. The FTC says that in some instances, the defendants lead buyers to believe they’ll be able to repay the loan quickly with money they’ll make using that “patented strategy.” So how much does Online Trading Academy say consumers will earn? A central theme of their pitch is “You don’t have to work on Wall Street to make money like Wall Street.” Infomercials feature purchasers claiming that “in three hours I made $12,000” or “I made $32,000 in less than seven trading days.” In a YouTube video, a retiree says he made “$40,000 in a single trade.” In addition, a speaker at a live event claimed consumers “could potentially make $50,000 of annual income with an account size as low as $5,000” because Online Trading Academy has “a patent on the fact that you can time the markets,” which “gives us the ability to know when to get in and when to get out, long-term and short-term.” Other speakers – including some of the named defendants – paint a picture of lavish lifestyles filled with international travel, a “super luxury car” every year, and homes in areas where kids have “live-in nannies, cooks, gardeners.” One speaker said the money he made using Online Trading Academy’s strategy allows him to live in an enclave so exclusive that a neighbor, a renowned Olympic gold medalist, taught his daughter to swim. But the facts paint a different picture. The FTC alleges the defendants don’t systematically collect data sufficient to substantiate their earnings claims. But even the evidence they do have gave them good reason to know their representations are deceptive. For starters, according to the FTC, the defendants know that few consumers who","source":"FTC USA Business Blog Posts"},{"source":"FTC USA Business Blog Posts","id":3197411,"description":"Green Lights & Red Flags: FTC Rules of the Road for Business rocks on in Cleveland sgressin September 21, 2020 | 12:03PM Green Lights & Red Flags: FTC Rules of the Road for Business rocks on in Cleveland By Seena Gressin Natives and fans heartily agree that “Cleveland Rocks!” That’s why the Federal Trade Commission and its Ohio partners are ready to roll with the next installment of Green Lights & Red Flags: FTC Rules of the Road for Business , set to make its online debut on October 29, 2020, from Cleveland. The free business workshop focuses on current topics in truth-in-advertising law, social media marketing, data security, business-to-business fraud, and more. Who should attend the virtual event? Ohio business owners, marketing and advertising professionals, attorneys — anyone who needs to know how established consumer protection principles apply in today’s fast-paced marketplace.  The Office of the Ohio Attorney General, Better Business Bureau Serving Greater Cleveland, and the Cuyahoga County Department of Consumer Affairs are joining the FTC in sponsoring Green Lights & Red Flags . Andrew Smith, Director of the FTC’s Bureau of Consumer Protection, is among the featured speakers, and a roster of Ohio experts will share practical insights. Visit our event page for details. This year’s Green Lights & Red Flags event continues the popular business workshop series that the FTC has held over the years with regional partners in cities across the county. Topics include: Protecting Small Business from Scams . What federal and state law enforcers and the Better Business Bureau are doing to protect your company from business-to-business fraud, and steps you can take to help protect yourself. The Truth About False Advertising. An introduction to truth-in-advertising law. Avoiding a Promotion Commotion. Social media marketing, consumer reviews, children’s online privacy, email marketing, and other timely topics. The Secure Entrepreneur. Data security basics and practical tips on responding to a cyberattack. Green Lights & Red Flags will run from 1 p.m. to 3:45 p.m. Eastern Time on October 29th. Space is limited and registration is on a first-come, first-served basis. To register, please use this link . We hope to see you there,","pubDate":"Mon, 05 Oct 2026 08:07:08 +0200","url":"https://www.ftc.gov/business-guidance/blog/2020/09/green-lights-red-flags-ftc-rules-road-business-rocks-cleveland","titre":"Green Lights & Red Flags: FTC Rules of the Road for Business rocks on in Cleveland"},{"titre":"Speaking of Spokeo: Part 2 — The company’s allegedly bogus endorsements","url":"https://www.ftc.gov/business-guidance/blog/2012/06/speaking-spokeo-part-2-companys-allegedly-bogus-endorsements","pubDate":"Sat, 03 Oct 2026 14:06:13 +0200","source":"FTC USA Business Blog Posts","description":"Speaking of Spokeo: Part 2 — The company’s allegedly bogus endorsements wfg-adm109 June 13, 2012 | 12:25PM Speaking of Spokeo: Part 2 — The company’s allegedly bogus endorsements By Lesley Fair The lawsuit against data broker Spokeo is the FTC’s first Fair Credit Reporting Act case addressing the collection of online info — including data from social networking sites — when used in the context of employment screening.  But that’s not the only way the Spokeo settlement touches on social media.  The FTC also charged that Spokeo violated Section 5 by having employees post glowing recommendations of the company’s services on news and technology websites without disclosing their true identity. Perhaps just the work of a rogue cubicle occupant?  No, said the FTC.  According to the complaint , Spokeo directed its employees to write the comments.  Spokeo managers then edited what they wrote and had the staffers post the endorsements using account names provided by Spokeo.  The purpose, says the FTC, was to give readers the misleading impression that the laudatory words had been posted by independent consumers or business users of Spokeo. The FTC’s revisions to its Endorsement Guides made headlines a few years ago.  Ironically enough, the provision that seemed to attract the most attention is one that didn’t change.  It’s the law — and it’s always been the law under Section 5 — that consumers have a right to know when there’s a material connection between an advertiser and an endorser.  Here’s how the Guides put it:  \"When there exists a connection between the endorser and the seller of the advertised product that might materially affect the weight or credibility of the endorsement ( i.e., the connection is not reasonably expected by the audience), such connection must be fully disclosed.\" According to the FTC, by posting comments that conveyed the untruthful impression that they came from satisfied users of Spokeo’s services, Spokeo engaged in false and misleading practices.  To settle the endorsement count in the lawsuit, Spokeo has agreed that it won’t misrepresent, expressly or by implication, the status of any user of a product or service — for example, that someone is an independent, ordinary endorser if that’s not the case.  The company also will clearly and prominently disclose any material connection between an endorser and Spokeo (or any other entity advertising, selling, or promoting a product) when a connection exists.  What about the bogus endorsements already posted?  Spokeo has seven days to take all reasonable steps to pull them down. Looking for more about complying with the Endorsement Guides?  Read The FTC’s Revised Endorsement Guides: What People are Asking and watch this video: While you’re at it, share this post and those resources with your marketing staff, your ad agency, your PR firm, and anyone else who plays a role in your publicity and promotions. Next:  What the Spokeo settlement means for your business, your next ad campaign, and your job search","id":3195787},{"titre":"[Article] Document theory and document design","url":"https://www.arthurperret.fr/blog/2023-11-01-document-theory-and-document-design.html","pubDate":"Thu, 23 Jul 2026 10:17:34 +0200","description":"<p>This paper reports on an experiment which connects document design with document theory. Document design is about what documents should do. We use the example of document graphs and of Cosma, a visualization program created during the HyperOtlet research programme, to show how theory can inform design decisions and help conceptualize results. This paper is currently under peer review.</p> <hr/> <section id=\"document-design-or-information-design\" class=\"level1\"> <h1>Document design or information design?</h1> <p><span class=\"citation\" data-cites=\"findeli2015\">Findeli (2015)</span> defines design as diagnostic and prescriptive, an example of “projective” epistemology: designers view the world as a project to realize, rather than an object to know. This definition of design implies that document design is less about what documents <em>are</em> and more about what they <em>should do</em>. This aligns with the evolution of document theory from an ontic view of documents to a functional one, which was pioneered by the European documentation movement in the first half of the twentieth century and reintroduced as “neo-documentation” in the literature during the 1990s.</p> <p>Currently in the literature, document design is mostly considered to be a part of information design.<a href=\"#fn1\" class=\"footnote-ref\" id=\"fnref1\" role=\"doc-noteref\"><sup>1</sup></a> The purpose of information design is to create effective communications <span class=\"citation\" data-cites=\"renkema2006 pettersson2002\">(Renkema 2006 ; see also Pettersson 2002)</span>. Document design is usually taught within communications programs ; in the US, in either English or fine arts departments <span class=\"citation\" data-cites=\"schriver1997\">(Schriver 1997, p. 92‑93)</span> ; in France, in Information and Communication Science departments.</p> <p>Research on information design has very few connections with documentation. It has been criticized for its lack of theory: <span class=\"citation\" data-cites=\"carliner2006\">Carliner (2006, p. 10–14)</span> warned about the field’s tendency to generalize findings despite shaky conceptual foundations and a limited understanding of topics such as the World Wide Web.<a href=\"#fn2\" class=\"footnote-ref\" id=\"fnref2\" role=\"doc-noteref\"><sup>2</sup></a> We believe document theory can help address some of these challenges and bring perspective to information design.</p> <p><span class=\"citation\" data-cites=\"zacklad2019a\">Zacklad (2019)</span> gives us an example of this. He draws from document theory to define information design as the interplay between textualization (creating content information), documentarization (shaping the medium) and auctorialization (creating author identities). Zacklad puts documentarization at the heart of information design (see fig. <a href=\"#fig:zacklad2019\">1</a>). Documentarization can be internal (the organization of fragments into documents) or external (the relational organization of documents, e.g. classification); it can involve different roles or positions (author, editor, printer/programmer, distributor, reader); it implies significant differences between designing the systems that involve documents (“system-oriented design”) and designing the documents themselves (“author design”).</p> <figure id=\"fig:zacklad2019\"> <img src=\"https://www.arthurperret.fr/img/2023-docam-zacklad2019.png\" class=\"fullwidth\" alt=\"Information design according to","id":3047509,"source":"Blog d'Arthur Perret"},{"source":"Federal Trade Commission - Protecting America's Consumers","description":"New data from the Federal Trade Commission reveal that people reported losing a staggering $3.5 billion to imposter scams in 2025, with reported losses increasing nearly three times since 2020. FTC data also show that people reported imposter scams more than any other fraud category in 2025—nearly one in three fraud reports were about imposter scams. These scams lured consumers through text, phone, email, social media, search engine results and other means. Some of the costliest impersonation scams start with a fake security alert, often from a bank. People are convinced to move money to “protect” it, with their losses often limited only by their available funds. Last year, people reported losing nearly $1 billion to business impersonators with the highest reported losses to bank impersonators—and about $920 million to government impersonators, up from $866 million and $789 million respectively in 2024. The FTC has seen a striking increase in reported fraud losses to all types of fraud—about $16 billion was reported lost in 2025, the highest on record and an increase of about 25% compared to the 2024 figure. “Consumers derive enormous benefits from competitive markets built on truthful information. But fraud undermines that foundation, impeding the market process and preventing markets from operating efficiently,” said Christopher Mufarrige, Director of the Bureau of Consumer Protection. “The FTC will use every tool available to combat one of the most pernicious forms of fraud—government and business impersonation—and to protect the integrity of the digital economy.” The data underscore the importance of the FTC’s work with the  Elder Justice Coordinating Council (EJCC) , which is working to help raise awareness of imposter scams and other scams impacting older adults as well as other consumers. This year, the FTC, along with the Department of Justice, Department of Health and Human Services and members of the EJCC, is leading the Never Ever campaign, a public-private coordinated consumer education effort to raise awareness of government and business imposter scams. In addition to the federal agency members of the EJCC , the campaign also includes private sector representatives such as the American Bankers Association, USTelecom, Google and Microsoft. To help the public spot imposter scams, EJCC members launched the Never Ever campaign, which is aimed at promoting messaging on the key actions that government and businesses will Never Ever take. The Never Ever campaign will run from June 15 to June 26, in conjunction with World Elder Abuse Awareness Day. This first-of-its-kind public-private partnership includes participants from a wide range of organizations and is aimed at directing consumers to a website that includes information and resources to help them avoid imposter scams and what to do if they spot one. Enforcement Actions To help combat impersonation scams, the FTC in 2024 finalized the Impersonation Rule. The Rule gives the agency stronger tools to combat and deter scammers who impersonate government agencies and businesses, enabling the FTC to file federal court cases seeking to get money back to injured consumers and civil penalties against rule violators. Since then, the FTC has vigorously enforced the rule and brought a dozen enforcement actions that have resulted in halting imposter schemes and obtained over $70 million in redress for consumers. In 2025, the FTC brought law enforcement actions under the Impersonation Rule against:  American Tax Service (IRS imposter scheme);  MediaAlpha (government imposter scheme to sell health insurance);  Click Profit (business imposter money making scam);  Blackstone Legal (phantom debt business imposter scheme) and  Accelerated Debt Settlement (government and business imposter scheme that targeted older adults for debt relief). More recently, the  FTC filed a complaint against Innovative Partners in April 2026 , alleging the operators","id":2959787,"titre":"FTC Data Show People Reported Losing $3.5 Billion to Imposter Scams in 2025","url":"https://www.ftc.gov/news-events/news/press-releases/2026/06/ftc-data-show-people-reported-losing-3-point-5-billion-imposter-scams-2025","pubDate":"Tue, 16 Jun 2026 08:09:40 +0200"},{"url":"https://www.thecybersecurityrevieweurope.com/news/key-drivers-behind-the-rising-demand-for-virtual-cisos--nwid-1282.html","titre":"Read more","pubDate":"Tue, 28 Apr 2026 10:47:09 +0200","description":"Key Drivers Behind the Rising Demand for Virtual CISOs Wednesday, April 22,2026 Businesses are navigating the challenges of a digital-first environment, which is driving an increased demand for expert-driven cybersecurity solutions. The virtual chief information security officer (vCISO) has become essential for organizations seeking to enhance their cybersecurity resilience while managing costs effectively. Effective security leadership is more crucial than ever, particularly in light of the evolving threat landscape, which includes ransomware attacks and data breaches. Addressing Cybersecurity Challenges Organizations face a significant escalation in cyberattacks as hackers continually evolve their tactics. This dynamic landscape makes it challenging for businesses to maintain effective defenses. A vCISO plays a pivotal role by providing specialized guidance in threat intelligence, risk management, and incident response. By working with a vCISO, companies can proactively identify vulnerabilities and implement comprehensive security frameworks tailored to their needs. This partnership empowers organizations to build stronger defenses against the rising tide of cyber threats. Compliance with various regulations remains a formidable hurdle for many businesses. Non-compliance can incur severe penalties and damage reputations, prompting the need for expert oversight. A vCISO helps organizations navigate complex regulatory landscapes and ensures ongoing assessments and strategic roadmaps to meet compliance needs. By implementing best practices aligned with the latest standards, businesses can mitigate risks and enhance their security posture. A Cost-Effective Solution for Security Leadership Hiring a full-time chief information security officer can be a significant financial burden, especially for small and mid-sized businesses (SMBs) with limited resources. A vCISO offers a cost-effective alternative, providing high-level security expertise without the expenses associated with a permanent hire. Organizations can customize vCISO services, enabling them to pay only for the cybersecurity guidance they require, thus allowing for more efficient allocation of resources. The digital transformation driven by adopting technologies like cloud computing, remote work, and the Internet of Things has further amplified the need for vCISOs. These advancements expand attack surfaces, making traditional security approaches insufficient. A vCISO aids organizations in implementing modern cybersecurity frameworks, ensuring robust data protection across various environments, including cloud services and remote workforces. Additionally, the ongoing shortage of cybersecurity professionals enhances the appeal of vCISOs. Many companies struggle to find and retain in-house talent, but a vCISO can provide immediate access to seasoned security experts with extensive industry knowledge. This accessibility allows businesses to improve their security strategy without the delays associated with lengthy hiring processes. The flexibility and scalability offered by vCISO services make them suitable for organizations of all sizes. Whether a startup outlines its initial cybersecurity strategy or an established firm seeks ongoing risk assessments, vCISOs can deliver tailored security solutions that effectively address specific business objectives.","id":2852311,"source":"The Cybersecurity Review Europe"},{"pubDate":"Thu, 16 Apr 2026 14:15:11 +0200","url":"https://www.edpb.europa.eu/news/news/2026/edpb-brings-clarity-data-processing-scientific-research-speeds-finalisation_en","titre":"EDPB brings clarity to data processing for scientific research, speeds up the finalisation of the anonymisation guidelines and approves first European data protection seal as a tool for transfers","id":2829942,"description":"Brussels, 16 April – During its latest plenary, the EDPB has adopted Guidelines on processing of personal data for scientific research purposes . In addition, the Board has created a team to speed up the finalisation of the guidelines on anonymisation. The EDPB has also adopted two opinions on the two sets of the Europrivacy certification criteria for approval as European Data Protection Seals, one of which to be used as a tool for transfers. Many areas of scientific research rely on the processing of individuals’ personal data, and this has driven significant scientific breakthroughs that benefit society. The rise of new technologies, such as artificial intelligence, also contributes to scientific progress by enabling researchers to use and analyse data in innovative ways. The main objective of the EDPB guidelines on scientific research is to provide more clarity for researchers and make GDPR compliance easier , while ensuring the protection of individuals’ fundamental rights . “Scientific research can drive societal progress and improve our daily lives.  Our guidelines facilitate innovative research by helping researchers to navigate the GDPR. The EDPB is committed to supporting the scientific community and unlocking the full potential of scientific research in the EU while upholding data protection rights.\" EDPB Chair, Anu Talus In its guidelines, the Board provides clarifications on the concept of ‘scientific research’ . To determine if the processing takes place for scientific research purposes in the meaning of the GDPR, the Board provides six key-indicative factors that should be considered, in addition to the nature, scope, context and purposes of processing. These are: 1) methodical and systematic approach, 2) adherence to ethical standard, 3) verifiability and transparency, 4) autonomy and independence, 5) objectives of the research, and 6) potential to contribute to existing scientific knowledge or apply existing knowledge in novel ways. If the research activities meet these six factors, they can be presumed to constitute scientific research. Otherwise, the controller should justify and be able to demonstrate why the activities should be considered scientific research, within the meaning of the GDPR. Further processing for scientific research purposes is presumed to be compatible with the initial purpose for collecting individuals’ personal data. Therefore, controllers are not obliged to do the purpose compatibility test under the GDPR to determine if the new processing is compatible with the original purpose of collection. However, controllers must still make sure that the legal basis of the initial processing is also suitable for the further processing of personal data for scientific research purposes. Controllers can rely on “broad consent” where the purposes of research are not fully known at the time of collecting the personal data. In this case, researchers should respect ethical standards for scientific research and put additional safeguards in place to compensate for the lack of purpose specification. Controllers can also ask individuals to consent to different individual research projects separately, as soon as the purposes of those projects become known (dynamic consent). A combination of both broad and dynamic consent is also possible. In addition, the EDPB clarifies rights of individuals when their personal data are processed for scientific purposes. This includes the rights to erasure and object for which limitations may apply when personal data are processed for scientific research purposes. The Board provides examples to explain when the right to erasure can be considered likely to render impossible or seriously impair the objective of conducting scientific research. The EDPB also explains when controllers may reject an individuals’ objection to the processing of their personal data for scientific research purposes. This can be the case when processing is necessary for the performance of a task carried out for reasons of","source":"EDPB News"},{"description":"Brussels, 09 April - The European Data Protection Board (EDPB) has published its  2025 Annual Report . The report provides an overview of the EDPB work carried out in 2025 and reflects on important milestones, such as the adoption of the  Helsinki Statement on Enhanced Clarity, Support, and Engagement . “In 2025, we saw the data protection landscape change significantly. The rapid expansion of the EU’s digital regulatory framework has added complexity to the data protection ecosystem. To help organisations navigate this complexity and support compliance, the EDPB focused on enhancing legal certainty, making compliance more achievable in practice, and strengthening cooperation, both among Data Protection Authorities and with other regulators.  We also prioritised meaningful dialogue with stakeholders to ensure our work reflected real-world needs. Our achievements support economic growth while continuing to protect individuals’ fundamental rights to privacy and data protection.” EDPB Chair, Anu Talus   The Helsinki’s statement initiatives leading the way In 2025, the EDPB worked actively to address the demand for regulatory simplification to support innovation and economic growth, while ensuring the protection of individuals’ personal data.  With this in mind, the Board adopted the  Helsinki Statement on Enhanced Clarity, Support, and Engagement , which outlines new initiatives to  make GDPR compliance easier, strengthen consistency, enhance the dialogue and improve transparency with stakeholders and boost cross-regulatory cooperation .   For example, the Board launched a public consultation to ask organisations which templates would be most useful, organised several stakeholder events to consult organisations on upcoming guidelines and systematically published reports on stakeholder input.    Easing compliance for organisations and providing legal advice In the context of ongoing discussions on regulatory simplification at EU level, the EDPB actively contributed to legislative initiatives aimed at reducing administrative burden and streamlining requirements. The Board adopted a  joint opinion with the European Data Protection Supervisor (EDPS) on the Commission’s Proposal for a Regulation amending certain regulations, including the GDPR.  In addition, the Board held important discussions on this matter during plenary meetings, which subsequently informed the  EPDB/EDPS joint opinions on the Commission’s proposals on the  Digital Omnibus and on the  Digital Omnibus on AI adopted at the beginning of 2026. The Board also delivered five adequacy-related opinions concerning United Kingdom, Brazil and the European Patent Organisation (EPO).  In addition, the Board adopted  Recommendations on the legal basis for requiring the creation of user accounts on e-commerce websites , and  Recommendations on the 2027 WADA World Anti-Doping Code  upon request from the Commission.   Strengthening cross-regulatory cooperation Cross-regulatory cooperation was a key focus for the EDPB last year. The EDPB worked together with the European Commission to clarify how data protection and digital laws interact and to address legal and practical challenges in cross-sectoral cases. In 2025, the EDPB adopted its first set of  joint guidelines with the Commission on the interplay between the Digital Markets Act (DMA) and the GDPR . The Board also worked with the Commission on joint guidelines on the interplay between the AI act and EU data protection laws for adoption in 2026.  In addition, the EDPB adopted  guidelines on the interplay between the Digital Services Act (DSA) and the GDPR .   Placing stakeholders at the heart of the EDPB work In 2025, a public consultation was launched on the  joint guidelines with the Commission on the DMA and the GDPR . The Board has also organised public consultations on the EDPB guidelines on  DSA and GDPR","id":2816021,"source":"EDPB News","titre":"EDPB annual report 2025: supporting stakeholders through guidance and dialogue","url":"https://www.edpb.europa.eu/news/news/2026/edpb-annual-report-2025-supporting-stakeholders-through-guidance-and-dialogue_en","pubDate":"Thu, 09 Apr 2026 14:14:02 +0200"},{"source":"EDPB News","id":2769535,"description":"Brussels, 19 March - The EDPB has launched its Coordinated Enforcement Framework (CEF) action for 2026*. Following a year-long coordinated action on the right to erasure in 2025 , the CEF's focus this year will shift to compliance with the obligations of transparency and information under the GDPR . The GDPR ensures that individuals are informed when their data is being processed (under Art. 12, 13 and 14). This right to be informed is a core element of transparency and ensures that individuals have more control over their data. Next steps During 2026, 25 Data Protection Authorities (DPAs) across Europe will take part in this initiative. They will look closely to assess the compliance of controllers with their transparency obligations under the GDPR. Participating DPAs will soon contact controllers from different sectors across Europe, either through enforcement actions or fact-finding exercises. In the latter case, they might also decide to undertake additional follow-up actions if needed. During the second half of the year, participating DPAs will share and discuss their findings together, with a view to aggregate the results of their national actions and generate deeper insight into the topic. A consolidated report will then be drafted and submitted for adoption by the EDPB, allowing for targeted follow-ups on both national and EU levels. Background The CEF is a key action of the EDPB under its 2024-2027 Strategy , aimed at streamlining enforcement and cooperation among DPAs. In 2023, the EDPB published the report on its first coordinated action on the use of cloud-based services by the public sector . In 2024, the EDPB also published the report on the outcome of the second coordinated action on the designation and position of Data Protection Officers . In 2025, the EDPB issued the report on its third coordination action on the implementation of the right of access . In 2026, the EDPB has adopted a report on its Coordinated Enforcement Framework (CEF) action on the right to be forgotten (Art.17 GDPR) .   Note to editors: *The Board selected this topic during its October 2025 plenary","pubDate":"Thu, 19 Mar 2026 14:12:59 +0100","titre":"CEF 2026: EDPB launches coordinated enforcement action on transparency and information obligations under the GDPR","url":"https://www.edpb.europa.eu/news/news/2026/cef-2026-edpb-launches-coordinated-enforcement-action-transparency-and-information_en"},{"titre":"EDPB identifies challenges hindering the full implementation of the right to erasure","url":"https://www.edpb.europa.eu/news/news/2026/edpb-identifies-challenges-hindering-full-implementation-right-erasure_en","pubDate":"Wed, 18 Feb 2026 15:27:14 +0100","source":"EDPB News","description":"Brussels, 18 February - The European Data Protection Board (EDPB) has adopted a  report on its Coordinated Enforcement Framework (CEF) action on the right to be forgotten (Art.17 GDPR) .  The  Board selected this topic  as it is one of the most frequently exercised GDPR rights and one about which DPAs frequently receive complaints from individuals. The main objectives of this coordinated action are to ensure that the right to erasure is effectively exercised by individuals in Europe and understand how controllers comply with this right in practice. In addition, the EDPB identified good practices and the most important related challenges, with the aim of providing further guidance on this topic.  Throughout 2025, 32 DPAs across Europe took part in this initiative. More specifically, 9 DPAs have initiated new formal investigations or have continued ongoing ones, and 23 DPAs carried out a fact-finding exercise. A total of 764 controllers across Europe responded to the action, ranging from small and medium-sized enterprises (SMEs) to big companies active in many different industries and fields, as well as various types of public entities. The results of these national actions have been aggregated and analysed together allowing for targeted follow-up on both national and EU level.   Areas of improvement and main challenges The report lists the issues that were identified, along with a series of recommendations addressed to controllers, to help them implement the right to erasure. Seven recurring main challenges were identified by DPAs. The results confirmed some of the findings of the 2024 coordinated action on the right of access , for example when it comes to the lack of appropriate internal procedures to handle requests, or the lack of sufficient information provided to individuals. In addition, participating DPAs reported specific findings related to the reliance by some controllers on inefficient anonymisation techniques to handle erasure requests as an alternative to deletion. DPAs also noted inconsistent practices, and the difficulties faced by controllers regarding the determination of retention periods and the deletion of personal data in the context of back-ups. In addition, as the right to erasure is not an absolute right, some controllers face difficulties in assessing and applying the conditions for the exercise of this right, including in carrying out the different balancing tests between the right to erasure and other rights and freedoms.   Follow-up to help organisations comply  Extensive guidance, documents and templates exist at national level to help controllers comply with the right of erasure and help individuals exercise this right. In line with the Helsinki Statement’s objectives of making GDPR compliance easier and ensuring consistent interpretation and enforcement across Europe, the extensive guidance and templates already available at national level will be leveraged at EDPB level where appropriate.   Background and next steps The CEF is a key action of the EDPB under its 2024-2027 Strategy , aimed at streamlining enforcement and cooperation among DPAs.  In 2023, the EDPB published the report on its first coordinated action on the  use of cloud-based services by the public sector . In 2024, the EDPB also published the report on the outcome of the second coordinated action on the  designation and position of Data Protection Officers . In 2025, the EDPB issued the report on its third coordination action on the  implementation of the right of access . The CEF 2026 action will be on the  obligations of transparency and information under the GDPR .   For further information: DA DPA:   EDPB vedtager rapport om dataansvarliges overholdelse af retten til sletning EL DPA: Ολοκλήρωση της συντονισμένης δράσης του","id":2703238},{"pubDate":"Thu, 09 Oct 2025 15:53:21 +0200","titre":"DMA and GDPR: EDPB and European Commission endorse joint guidelines to clarify common touchpoints","url":"https://www.edpb.europa.eu/news/news/2025/dma-and-gdpr-edpb-and-european-commission-endorse-joint-guidelines-clarify-common_en","id":2425502,"description":"Brussels, 09 October - The European Data Protection Board (EDPB) and the European Commission endorsed joint guidelines on the interplay between the Digital Markets Act (DMA) and the General Data Protection Regulation (GDPR) . These are the first joint guidelines by the Board and the European Commission. In line with its 2024-2027 Strategy and the recent Helsinki Statement’s objectives to make GDPR compliance easier and strengthen consistency, the EDPB has cooperated with the European Commission, each within their respective mandates, to facilitate the coherent application of the DMA*and GDPR and to increase legal certainty for gatekeepers, business users, beneficiaries and individuals. EDPB Chair Anu Talus said:   “These joint guidelines are the result of a fruitful cooperation between the EDPB and the European Commission. This is the first time that the EDPB and the European Commission prepare guidelines jointly. This approach maximises usefulness of the guidance by simplifying compliance for businesses and bringing enhanced legal certainty to them.  The guidelines will help gatekeepers, business users and individuals to better understand their obligations and rights under the DMA, and ensure a consistent, effective and complementary application of the DMA and EU data protection law.” How the DMA and the GDPR interact The DMA and the GDPR both protect individuals in the digital landscape , but their goals are complementary as they address interconnected challenges: individual rights and privacy in case of the GDPR and fairness and contestability of digital markets under the DMA.    Several activities regulated by the DMA entail the processing of personal data by gatekeepers and, in several provisions, the DMA explicitly refers to definitions and concepts included in the GDPR. The joint guidelines clarify how gatekeepers can implement these DMA provisions in accordance with EU data protection law . For example, the EDPB and the Commission specify which elements gatekeepers should consider in order to comply with the requirements of specific choice and valid consent under Art. 5(2) DMA and the GDPR, and thus to lawfully combine or cross-use personal data in core platform services. The EDPB and the Commission also address other provisions including those related to the distribution of third party apps and stores, data portability, data access requests and interoperability of messaging services.   Next steps The Board and the Commission have just launched a joint public consultation on the first version of the guidelines which will be open until 4 December 2025 .  This will be an opportunity for stakeholders to comment and provide feedback. All submissions will be published on the DMA website to which a link will be included on the EDPB website, after the consultation period has closed. The final text, incorporating input received during the consultation, will be prepared jointly by the Board and the Commission, and will be adopted by the EDPB and European Commission.   More guidelines on the way Following these first joint guidelines with the Commission, further work is underway to clarify the new cross-regulatory landscape and maintain coherent and consistent safeguards for the protection of personal data. In this regard, the EDPB is working with the Commission, specifically with the AI Office, on joint guidelines on the interplay between the AI Act and EU data protection laws. Note to editors: The Digital Markets Act is one of the first regulatory tools that aims to tackle unfair practices of gatekeepers in digital markets. Gatekeepers are large digital platforms providing core platform services, such as online search engines, app stores, and messenger services. The main objective of the DMA is to make the markets in the digital sector fairer and more contestable. ","source":"EDPB News"},{"titre":"Interplay between the DSA and the GDPR: EDPB adopts guidelines","url":"https://www.edpb.europa.eu/news/news/2025/interplay-between-dsa-and-gdpr-edpb-adopts-guidelines_en","pubDate":"Fri, 12 Sep 2025 15:51:31 +0200","source":"EDPB News","description":"Brussels, 12 September - During its September plenary meeting, the European Data Protection Board (EDPB) has adopted guidelines on the interplay between the Digital Services Act (DSA) and the General Data Protection Regulation (GDPR) . These are the first set of EDPB guidelines on the interplay between the GDPR and the EU’s recently adopted digital laws. The DSA aims to complement the rules of the GDPR to ensure the highest level of protection of fundamental rights in the digital space. Its main goal is to create a safer online environment in which the fundamental rights of all users, including the right to freedom of expression, are protected. It applies to online intermediary services , such as search engines and platforms. Several provisions included in the DSA entail the processing of personal data by intermediary service providers. The EDPB guidelines contribute to the consistent application of the DSA and of the GDPR, insofar as some provisions of the DSA concern the processing of personal data by intermediary service providers and include references to GDPR concepts and definitions. While it is up to the competent authorities under the DSA - with the support of the European Board for Digital Services and EU courts - to interpret the DSA, there are a number of provisions which relate to the GDPR. These include: notice-and-action systems that help individuals or entities report illegal content recommender systems used by online platforms to automatically present specific content to the users of the platform with a certain relative order or prominence the provisions to ensure a high level of privacy, safety, and security of minors and prohibiting that profile-based advertising using their data is presented to them transparency of advertising by online platforms prohibition of profiling-based advertising using special categories of data  The EDPB guidelines help to understand how the GDPR should be applied in the context of DSA obligations. The EDPB also provides practical guidance relating to the cross-regulatory cooperation between authorities to coordinate enforcement which will provide more legal certainty for intermediary service providers and ultimately to protect the rights and freedoms of individuals. The guidelines will be subject to public consultation, providing stakeholders with the opportunity to comment and provide feedback. EDPB Chair Anu Talus said: “By clarifying the interplay between the DSA and the GDPR, these guidelines mark a significant step towards ensuring a coherent and effective EU digital rulebook, and they will help uphold the fundamental rights and freedoms of individuals. I hope that stakeholders, including the competent authorities under the DSA, will make the most of the opportunity to contribute to the public consultation\". More work in the pipeline Following these first guidelines on the interplay between the GDPR and the DSA, further work is underway with other regulators to clarify the new cross-regulatory landscape and maintain coherent and consistent safeguards for the protection of personal data. In this regard, the EDPB is working on joint guidelines with the European Commission on the interplay between the Digital Markets Act (DMA) and the GDPR, as well as on joint guidelines on the interplay between the AI Act and EU data protection laws.","id":2368407},{"pubDate":"Mon, 20 Jan 2025 15:49:16 +0100","url":"https://www.edpb.europa.eu/news/news/2025/cef-2024-edpb-identifies-challenges-full-implementation-right-access_en","titre":"CEF 2024: EDPB identifies challenges to the full implementation of the right of access","id":1857297,"description":"Brussels, 20 January - The European Data Protection Board (EDPB) has adopted a report on the implementation of the right of access by controllers . The report summarises the outcome of a series of coordinated national actions carried out in 2024 under the Coordinated Enforcement Framework (CEF). It lists the issues that were observed for some controllers, along with a series of recommendations to help them implement the right of access. A central element is controllers’ awareness of the EDPB Guidelines 01/2022 on data subjects rights – Right of access and whether these guidelines were followed in practice. EDPB Deputy Chair Zdravko Vukíc said: “The CEF is a valuable initiative that helps strengthen the cooperation among Data Protection Authorities (DPAs): by tackling selected topics in a coordinated fashion, they achieve greater efficiency and more consistency. How controllers implement the right of access lies at the heart of data protection and it is one of the most frequently exercised data subject rights.” Throughout 2024, 30 DPAs across Europe launched coordinated investigations into the compliance of controllers with the right of access, by opening formal investigations, assessing whether a formal investigation was warranted and/or carrying out fact-finding exercises.  A total of 1,185 controllers, consisting of small and medium-sized enterprises (SMEs) and big companies active in different industries and fields, as well as various types of public entities, responded to the action. Areas of improvement and main challenges The results suggest that more awareness raising about Guidelines 01/2022 is necessary , both at national and EU level, as the guidelines help controllers implement the right of access, explain how exercising this right can be made easier, and list the exceptions and limitations of the right to access. As a result of the 2024 CEF action, seven challenges were identified. One of them is the lack of documented internal procedures to handle access requests. In addition, inconsistent and excessive interpretations of the limits to the right of access were also observed, such as overly relying on certain exceptions to automatically refuse access requests. Another example is the barriers that individuals could encounter when exercising their right of access, such as  formal requirements or being requested to provide excessive identification documents. For each challenge identified, the report provides a list of non-binding recommendations to be taken into account by controllers and DPAs. Positive findings Despite the existing challenges, two thirds of participating DPAs evaluated the level of compliance of responding controllers with respect to the right of access from ‘average’ to ‘high’. One important factor identified as having an impact on the level of compliance was the volume of access requests received by controllers, as well as the size of the organisation. More specifically, large-sized controllers or controllers receiving more requests were more likely to reach a higher level of compliance than small organisations with less resources. Positive findings were observed across Europe. These include the implementation of best practices by controllers, such as user-friendly online forms enabling individuals to submit an access request easily as well as self-service systems to allow individuals to autonomously download their personal data in a few clicks and at any time. Background and next steps The CEF is a key action of the EDPB under its 2024-2027 Strategy, aimed at streamlining enforcement and cooperation among DPAs.  In the past three years, two previous CEF actions were carried out. The results of these national actions are aggregated and analysed together to generate deeper insight into the topic and allowing for targeted follow-up on both national and EU level. In 2023, the EDPB published the report on its first coordinated action on the use of cloud-based services by the public sector . In 2024, the EDPB also published the","source":"EDPB News"},{"source":"EDPB News","id":1792119,"description":"Brussels, 18 December - The European Data Protection Board (EDPB) has adopted an opinion* on the use of personal data for the development and deployment of AI models . This opinion looks at 1) when and how AI models can be considered anonymous, 2) whether and how legitimate interest can be used as a legal basis for developing or using AI models, and 3) what happens if an AI model is developed using personal data that was processed unlawfully. It also considers the use of first and third party data. The opinion was requested by the Irish Data Protection Authority (DPA) with a view to seeking Europe-wide regulatory harmonisation. To gather input for this opinion, which deals with fast-moving technologies that have an important impact on society, the EDPB organised a stakeholders’ event and had an exchange with the EU AI Office. EDPB Chair Talus said: “AI technologies may bring many opportunities and benefits to different industries and areas of life. We need to ensure these innovations are done ethically, safely, and in a way that benefits everyone. The EDPB wants to support responsible AI innovation by ensuring personal data are protected and in full respect of the General Data Protection Regulation (GDPR).” Regarding anonymity , the opinion says that whether an AI model is anonymous should be assessed  on a case by case basis by the DPAs. For a model to be anonymous, it should be very unlikely (1) to directly or indirectly identify individuals whose data was used to create the model, and (2) to extract such personal data from the model through queries. The opinion provides a non-prescriptive and non-exhaustive list of methods to demonstrate anonymity. With respect to legitimate interest , the opinion provides general considerations that DPAs should take into account when they assess if legitimate interest is an appropriate legal basis for processing personal data for the development and the deployment of AI models. A three-step test helps assess the use of legitimate interest as a legal basis. The EDPB gives the examples of a conversational agent to assist users, and the use of AI to improve cybersecurity. These services can be beneficial for individuals and can rely on legitimate interest as a legal basis, but only if the processing is shown to be strictly necessary and the balancing of rights is respected. The opinion also includes a number of criteria to help DPAs assess if individuals may reasonably expect certain uses of their personal data. These criteria include: whether or not the personal data was publicly available, the nature of the relationship between the individual and the controller, the nature of the service, the context in which the personal data was collected, the source from which the data was collected, the potential further uses of the model, and whether individuals are actually aware that their personal data is online. If the balancing test shows that the processing should not take place because of the negative impact on individuals, mitigating measures may limit this negative impact. The opinion includes a non-exhaustive list of examples of such mitigating measures, which can be technical in nature, or make it easier for individuals to exercise their rights or increase transparency. Finally, when an AI model was developed with unlawfully processed personal data, this could have an impact on the lawfulness of its deployment, unless the model has been duly anonymised. Considering the scope of the request from the Irish DPA, the vast diversity of AI models and their rapid evolution, the opinion aims to give guidance on various elements that can be used for conducting a case by case analysis. In addition, the EDPB is currently developing guidelines covering more specific questions, such as web scraping. Note to editors: *An Article 64(2) opinion addresses a matter of general application or produces effects in more than one Member","pubDate":"Wed, 18 Dec 2024 15:47:16 +0100","titre":"EDPB opinion on AI models: GDPR principles support responsible AI","url":"https://www.edpb.europa.eu/news/news/2024/edpb-opinion-ai-models-gdpr-principles-support-responsible-ai_en"}]