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Search: “privacy”

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3,027 results
10 Jul 2026

Federated Deep Learning for Privacy-Preserving Cardiovascular Disease Risk Prediction

ApplicationsDGX agent

arXiv:2607.08595v1 Announce Type: new Abstract: Cardiovascular disease risk prediction models often rely on data from a single institution or centrally pooled datasets. Extending these models across i

Idiobionics: The Unification of Privacy and Intelligent Robotic Prostheses

AgentsDGX agent

arXiv:2607.07775v1 Announce Type: new Abstract: The human body is at the center of a growing family of technologies designed to tightly and persistently couple biological and digital systems. Robotic

Privacy advocates, CAA, and SAG-AFTRA slam Meta's Muse Image, which lets users create AI images using the likenesses of people with public Instagram accounts (Ina Fried/Axios)

IndustryDGX agent
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DGX agent

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Ina Fried / Axios: Privacy advocates, CAA, and SAG-AFTRA slam Meta's Muse Image, which lets users create AI images using the likenesses of people with public Instagram accounts — Meta's move to allow

9 Jul 2026

Security and Privacy in Agentic AI: Grand Challenges and Future Directions

AgentsDGX agent

arXiv:2607.06608v1 Announce Type: cross Abstract: We present key challenges and future research directions in the security and privacy of agentic AI, based on a horizon-scanning exercise that brought

7 Jul 2026

Hierarchical Anti-Aesthetics: Protecting Facial Privacy against Customized Diffusion Models

TutorialsDGX agent

arXiv:2607.02038v2 Announce Type: replace Abstract: The rise of customized diffusion models has fueled a boom in personalized visual content creation, but it also introduces serious risks of malicious

Meta announces that it will be updating its glasses with a new feature that disables the camera if someone tampers with the glasses' privacy LED light (Victoria Song/The Verge)

IndustryDGX agent

Victoria Song / The Verge: Meta announces that it will be updating its glasses with a new feature that disables the camera if someone tampers with the glasses' privacy LED light — The company is rolli

Solos unveils the AirGo A6 camera-less smart glasses, cutting the weight to 19g from the AirGo A5's 36g to 40g, and V2 privacy accessories like a clip-on shield (Andrew Liszewski/The Verge)

IndustryDGX agent

Andrew Liszewski / The Verge: Solos unveils the AirGo A6 camera-less smart glasses, cutting the weight to 19g from the AirGo A5's 36g to 40g, and V2 privacy accessories like a clip-on shield — The Air

3 Jul 2026

Filing: GoDaddy challenges a New Delhi court ruling requiring domain sellers to stop offering privacy by default, saying it could expose website owners globally (Reuters)

IndustryDGX agent

Reuters: Filing: GoDaddy challenges a New Delhi court ruling requiring domain sellers to stop offering privacy by default, saying it could expose website owners globally — The world's biggest internet

1 Jul 2026

Venice AI, which offers access to 200+ AI models while allowing users to retain their privacy, raised a 65M Series A led by Dragonfly at a 1B valuation (Ram Iyer/TechCrunch)

SafetyDGX agent

Ram Iyer / TechCrunch: Venice AI, which offers access to 200+ AI models while allowing users to retain their privacy, raised a 65M Series A led by Dragonfly at a 1B valuation — Concerns over the impac

29 Jun 2026

SCOTUS limits the law enforcement use of 'geofence' warrants, saying people have 'a reasonable expectation of privacy' in their cell-phone location data (TechCrunch)

IndustryDGX agent

TechCrunch: SCOTUS limits the law enforcement use of “geofence” warrants, saying people have “a reasonable expectation of privacy” in their cell-phone location data — Zack Whittaker Lorenzo Franceschi

Today, we are releasing Rampart: a 14.7MB machine learning model designed to protect citizens’ privacy by redacting personal information dir…

IndustryDGX agent

Today, we are releasing Rampart: a 14.7MB machine learning model designed to protect citizens’ privacy by redacting personal information directly in your browser before it gets sent to any server A bi

WhatsApp rolls out username reservations globally, allowing users to claim a unique name before the privacy-focused feature launches later this year (Marcus Mendes/9to5Mac)

Model ReleasesDGX agent

Marcus Mendes / 9to5Mac: WhatsApp rolls out username reservations globally, allowing users to claim a unique name before the privacy-focused feature launches later this year — Following years of antic

26 Jun 2026

Privacy-Aware Agent Collaboration for Dynamic VR Slice Management in 6G SD-RAN

AgentsDGX agent

arXiv:2606.26123v1 Announce Type: cross Abstract: Ultra-low latency and high throughput are required for Virtual Reality (VR) services in 6G networks, which presents critical challenges for Software-D

25 Jun 2026

Security and Privacy in Retrieval-Augmented Generation: Architectures, Threats, Defenses, and Future Directions for Building Trustworthy Systems

Local AiDGX agent

arXiv:2606.25533v1 Announce Type: cross Abstract: Retrieval-Augmented Generation (RAG) has emerged as a dominant paradigm for enhancing large language models with external knowledge. By coupling retri

24 Jun 2026

Privacy-Preserving RAG via Multi-Agent Semantic Rewriting: Achieving Confidentiality Without Compromising Contextual Fidelity

Model ReleasesDGX agent

arXiv:2606.24623v1 Announce Type: cross Abstract: Retrieval-Augmented Generation enhances large language models by incorporating external knowledge, but deploying it in sensitive scenarios risks priva

23 Jun 2026

Integrated Marketing Attribution: A Bayesian Framework for Privacy-Safe Granular Measurement Anchored in MMM

ResearchDGX agent

arXiv:2606.16878v3 Announce Type: replace Abstract: Retail marketing measurement increasingly requires granular campaign-level insights without relying on user-level tracking. However, the two dominan

Privacy-Preserving Person Re-Identification from Temporal Sequences with Transformer and Hungarian Optimization

ResearchDGX agent

arXiv:2606.23230v1 Announce Type: new Abstract: Person re-identification (Re-ID) is a crucial task in surveillance and human behavior analysis, often used in public spaces such as transport hubs. Trad

22 Jun 2026

BIG thread on AI usage trends, as reported by Pew Research last week. Lots of juicy stats on AI use cases, data privacy, AI adoption by age …

IndustryDGX agent

BIG thread on AI usage trends, as reported by Pew Research last week. Lots of juicy stats on AI use cases, data privacy, AI adoption by age and gender, speed of adoption, AI sentiment, which tools are

8 Jun 2026

From Privacy to Workflow Integrity: Communication-Graph Metadata in Autonomous Agent Interoperability

AgentsDGX agent

arXiv:2606.07150v1 Announce Type: cross Abstract: Agent-interoperability protocols such as A2A and MCP standardize what agents say to one another, but assume address-based transport over HTTP(S). Such

What Your Posts Reveal: A Benchmark and Agentic Framework for User-Level Privacy Leakage on Social Media

Model ReleasesDGX agent

arXiv:2606.06784v1 Announce Type: cross Abstract: Public social media posts can reveal private information through weak cues scattered across text, images, or metadata. Such leakage is often cumulativ

6 Jun 2026

RAG Security and Privacy: Formalizing the Threat Model and Attack Surface

ApplicationsDGX agent

arXiv:2509.20324v2 Announce Type: replace-cross Abstract: Retrieval-Augmented Generation (RAG) is an emerging approach in natural language processing that combines large language models (LLMs) with ex

5 Jun 2026

Privacy token Zcash plunges after the disclosure of a 2022 vulnerability in its Orchard shielded pool that could have allowed undetectable ZEC counterfeiting (Akash Girimath/Decrypt)

IndustryDGX agent

Akash Girimath / Decrypt: Privacy token Zcash plunges after the disclosure of a 2022 vulnerability in its Orchard shielded pool that could have allowed undetectable ZEC counterfeiting — Zcash plunged

4 Jun 2026

Need to Know: Contextual-Integrity-Grounded Query Rewriting for Privacy-Conscious LLM Delegation

Model ReleasesDGX agent

arXiv:2606.04067v1 Announce Type: cross Abstract: As LLMs become increasingly woven into everyday workflows, user queries sent to cloud hosted LLMs routinely mix task-essential content with task non-e

2 Jun 2026

GuidaPA: Privacy-Preserving Chatbot for Public Administration via Federated Learning

Model ReleasesDGX agent

arXiv:2606.01386v1 Announce Type: new Abstract: We present GuidaPA, a privacy-preserving chatbot for the Italian Public Administration (PA) trained via Federated Learning (FL) on documentation from tw

Slate Auto gets serious about privacy for its bare-bones EV pickup

IndustryDGX agent

Slate Auto's bare-bones electric pickup truck features a minimalist design stripped down to just 600 parts, including manual windows and no infotainment system, while still prioritizing privacy by avo

1 Jun 2026

The Fast Mixing Mechanism for Differential Privacy

ResearchDGX agent

arXiv:2605.30600v1 Announce Type: new Abstract: Randomized sketching is a central tool for compressing large-scale optimization problems while preserving accuracy. In particular, sketches that are bas

29 May 2026

Privacy-Enhanced Zero-Order Federated Learning via xMK-CKKS over Wireless Channels

ResearchDGX agent

arXiv:2605.30123v1 Announce Type: cross Abstract: Homomorphic encryption (HE) enables privacy-preserving aggregation in federated learning (FL) by allowing the server to operate on encrypted data with

28 May 2026

Bandwidth-Efficient and Privacy-Preserving Edge-Cloud Many-to-Many Speech Translation

Model ReleasesDGX agent

arXiv:2605.28642v1 Announce Type: new Abstract: Multimodal large language models (MLLMs) have demonstrated significant potential for speech-to-text translation (S2TT). However, existing deployment par

BuddyBench: A Privacy-Constrained Multi-Task Benchmark for Pediatric Social-Communication Personalization

Model ReleasesDGX agent

arXiv:2605.28089v1 Announce Type: new Abstract: BuddyBench introduces a privacy-constrained multi-task benchmark for pediatric social-communication personalization. Unlike existing neurodevelopmental

Got a Secret? LLM Agents Can't Keep It: Evaluating Privacy in Multi-Agent Systems

SafetyDGX agent

arXiv:2605.27766v1 Announce Type: new Abstract: LLM safety evaluations predominantly test models in isolation, yet deployed AI agents increasingly operate within persistent social environments alongsi

MaskClaw: Edge-Side Personalized Privacy Arbitration for GUI Agents with Behavior-Driven Skill Evolution

Model ReleasesDGX agent

arXiv:2605.28646v1 Announce Type: cross Abstract: GUI agents rely on screenshots to infer intent and operate across applications, but these screenshots often contain private messages, medical records,

Privacy Protection Against Personalized Text-to-Image Synthesis via Cross-image Consistency Constraints

ResearchDGX agent

arXiv:2504.12747v2 Announce Type: replace Abstract: The rapid advancement of diffusion models and personalization techniques has made it possible to recreate individual portraits from just a few publi

27 May 2026

From Privacy to Generalization: Linear Max-Information Bounds for DP-SGD

ResearchDGX agent

arXiv:2605.26222v1 Announce Type: new Abstract: Understanding the relationship between generalization and privacy remains a central challenge in modern machine learning theory, particularly for deep n

21 May 2026

Secure, Verifiable, and Scalable Multi-Client Data Sharing via Consensus-Based Privacy-Preserving Data Distribution

SafetyDGX agent

arXiv:2601.00418v2 Announce Type: replace-cross Abstract: We propose the Consensus-Based Privacy-Preserving Data Distribution (CPPDD) framework, a lightweight and post-setup autonomous protocol for se

Sustainability Is Not Linear: Quantifying Performance, Energy, and Privacy Trade-offs in On-Device Intelligence

Local AiDGX agent

arXiv:2603.26603v2 Announce Type: replace-cross Abstract: The migration of Large Language Models (LLMs) from cloud clusters to edge devices promises enhanced privacy and offline accessibility, but thi

15 May 2026

MetaMoE: Diversity-Aware Proxy Selection for Privacy-Preserving Mixture-of-Experts Unification

ResearchDGX agent

arXiv:2605.14289v1 Announce Type: cross Abstract: Mixture-of-Experts (MoE) models scale capacity by combining specialized experts, but most existing approaches assume centralized access to training da

14 May 2026

NEWS: OpenAI hit with Class-Action Privacy Lawsuit for Sharing ChatGPT Data with Google and Meta. Sam Altman's OpenAI secretly embedded Meta…

ApplicationsDGX agent

NEWS: OpenAI hit with Class-Action Privacy Lawsuit for Sharing ChatGPT Data with Google and Meta. Sam Altman's OpenAI secretly embedded Meta’s Facebook Pixel and Google Analytics into ChatGPT, turning

Optimization, Generalization and Differential Privacy Bounds for Gradient Descent on Kolmogorov-Arnold Networks

TutorialsDGX agent

arXiv:2601.22409v3 Announce Type: replace-cross Abstract: Kolmogorov--Arnold Networks (KANs) have recently emerged as a structured alternative to standard MLPs, yet a principled theory for their train

12 May 2026

ERIS: Enhancing Privacy and Scalability in Federated Learning via Federated Shard Aggregation

Model ReleasesDGX agent

arXiv:2602.08617v2 Announce Type: replace Abstract: Scaling Federated Learning (FL) to billion-parameter models forces a challenging trade-off between privacy, scalability, and model utility. Existing

11 May 2026

Venmo implements a major privacy measure, setting new users' posts to 'friends only' by default during onboarding; in 2021, a reporter found Joe Biden's Venmo (Jay Peters/The Verge)

IndustryDGX agent

Jay Peters / The Verge: Venmo implements a major privacy measure, setting new users' posts to “friends only” by default during onboarding; in 2021, a reporter found Joe Biden's Venmo — As part of a b

10 May 2026

Sources: Digital Asset, which builds Canton Network, a public blockchain with privacy features, is raising a ~300M round led by a16z crypto at a ~2B valuation (Bloomberg)

IndustryDGX agent

Bloomberg: Sources: Digital Asset, which builds Canton Network, a public blockchain with privacy features, is raising a ~300M round led by a16z crypto at a ~2B valuation — Digital Asset Holdings LLC,

9 May 2026

FCC passed an anti-robocall proposal requiring telecoms, including VoIP providers, to verify user identities before activating service, raising privacy fears (Ken Macon/Reclaim The Net)

IndustryDGX agent

Ken Macon / Reclaim The Net: FCC passed an anti-robocall proposal requiring telecoms, including VoIP providers, to verify user identities before activating service, raising privacy fears — The era of

7 May 2026

ICPR 2026 Competition on Privacy-Preserving Person Re-Identification from Top-View RGB-Depth Camera (TVRID)

Model ReleasesDGX agent

arXiv:2605.04977v1 Announce Type: new Abstract: This companion paper reports the ICPR 2026 TVRID competition on privacy-aware top-view person re-identification. We present the competition setting, the

6 May 2026

OpenAI violated Canadian privacy laws in developing first ChatGPT model, probe finds https://www.theglobeandmail.com/business/article-openai…

SafetyDGX agent

OpenAI violated Canadian privacy laws in developing first ChatGPT model, probe finds https://www.theglobeandmail.com/business/article-openai-chatgpt-violated-canadian-privacy-laws-watchdogs-report/?ut

5 May 2026

Federated Semi-Supervised Graph Neural Networks with Prototype-Guided Pseudo-Labeling for Privacy-Preserving Gestational Diabetes Mellitus Prediction

ApplicationsDGX agent

arXiv:2605.01810v1 Announce Type: new Abstract: Gestational Diabetes Mellitus (GDM) is a high-prevalence pregnancy complication that requires accurate early risk stratification to reduce maternal and

4 May 2026

How 'emotion AI', the use of facial and sentiment analysis tools to track workers' moods, is seeping into white-collar jobs amid concerns over privacy and bias (Ellen Cushing/The Atlantic)

SafetyDGX agent

Ellen Cushing / The Atlantic: How “emotion AI”, the use of facial and sentiment analysis tools to track workers' moods, is seeping into white-collar jobs amid concerns over privacy and bias — The good

When RAG Chatbots Expose Their Backend: An Anonymized Case Study of Privacy and Security Risks in Patient-Facing Medical AI

Model ReleasesDGX agent

arXiv:2605.00796v1 Announce Type: cross Abstract: Background: Patient-facing medical chatbots based on retrieval-augmented generation (RAG) are increasingly promoted to deliver accessible, grounded he

1 May 2026

Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation

Model ReleasesDGX agent

arXiv:2604.27014v1 Announce Type: new Abstract: The scarcity of high-quality annotated medical data, particularly in mental health, poses a significant bottleneck for training robust machine learning

28 Apr 2026

A Survey on Split Learning for LLM Fine-Tuning: Models, Systems, and Privacy Optimizations

ResearchDGX agent

arXiv:2604.24468v1 Announce Type: cross Abstract: Fine-tuning unlocks large language models (LLMs) for specialized applications, but its high computational cost often puts it out of reach for resource

25 Apr 2026

There is also too much focus on two issues in discussions of paper reviewing: hallucinations & privacy. Hallucinations are not gone, but the…

ApplicationsDGX agent

There is also too much focus on two issues in discussions of paper reviewing: hallucinations & privacy. Hallucinations are not gone, but the latest models rarely hallucinate sources (& it is relativel

22 Apr 2026

Sherpa.ai Privacy-Preserving Multi-Party Entity Alignment without Intersection Disclosure for Noisy Identifiers

SafetyDGX agent

arXiv:2604.19219v1 Announce Type: cross Abstract: Federated Learning (FL) enables collaborative model training among multiple parties without centralizing raw data. There are two main paradigms in FL:

21 Apr 2026

Clarifai says it has deleted 3M OkCupid user photos and facial-recognition models trained on them after the US FTC settled with OkCupid over privacy violations (Jody Godoy/Reuters)

ApplicationsDGX agent

Jody Godoy / Reuters: Clarifai says it has deleted 3M OkCupid user photos and facial-recognition models trained on them after the US FTC settled with OkCupid over privacy violations — Artificial intel

How GrapheneOS lead developer Daniel Micay's legal fights with his former partner James Donaldson over CopperheadOS led to the privacy-focused tool's creation (Tiffany Ng/Wired)

ApplicationsDGX agent

Tiffany Ng / Wired: How GrapheneOS lead developer Daniel Micay's legal fights with his former partner James Donaldson over CopperheadOS led to the privacy-focused tool's creation — There's a lot of lo

Preventing overfitting in deep learning using differential privacy

ApplicationsDGX agent

arXiv:2604.16334v1 Announce Type: new Abstract: The use of Deep Neural Network based systems in the real world is growing. They have achieved state-of-the-art performance on many image, speech and tex

SafeLM: Unified Privacy-Aware Optimization for Trustworthy Federated Large Language Models

SafetyDGX agent

arXiv:2604.16606v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly deployed in high-stakes domains, yet a unified treatment of their overlapping safety challenges remains

15 Apr 2026

Operationalising the Right to be Forgotten in LLMs: A Lightweight Sequential Unlearning Framework for Privacy-Aligned Deployment in Politically Sensitive Environments

Model ReleasesDGX agent

arXiv:2604.12459v1 Announce Type: new Abstract: Large Language Models (LLMs) are increasingly deployed in politically sensitive environments, where memorisation of personal data or confidential conten

11 Apr 2026

The security and privacy of your information are a top priority. We’re committed to being transparent and taking quick action when issues ar…

Model ReleasesDGX agent

The security and privacy of your information are a top priority. We’re committed to being transparent and taking quick action when issues arise. We're sharing more technical details and FAQs here: htt

10 Apr 2026

CSA-Graphs: A Privacy-Preserving Structural Dataset for Child Sexual Abuse Research

SafetyDGX agent

arXiv:2604.07132v1 Announce Type: cross Abstract: Child Sexual Abuse Imagery (CSAI) classification is an important yet challenging problem for computer vision research due to the strict legal and ethi

12 Oct 2026

From Pixels to Privacy-Sensitive Features: An Information-Theoretic Framework for Reconstruction Bounds

Model ReleasesDGX agent

arXiv:2610.13768v1 Announce Type: cross Abstract: What can an adversary recover from a model trained with DP-SGD? Its (arepsilon,elta) guarantee does not answer this question directly. We derive a dis

9 Oct 2026

When Routing Reveals Membership: Privacy Leakage from MoE Router Telemetry

SafetyDGX agent

arXiv:2610.10616v1 Announce Type: new Abstract: Mixture-of-Experts (MoE) language models produce routing information during inference that may be logged or exposed for monitoring, debugging, load anal

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