Watermarkability: Measuring and Improving Language-Model Compatibility with Logit-Based Watermarks
Language-model watermarks can help identify model-generated text, encode provenance information, and detect post-generat
2026-10-19 归档
今日共收录 660 条安全情报，包含 0 个 CVE，346 篇安全通告，以及 66 篇研究论文。
← 返回归档列表Exploring The Empirical Privacy Landscape of Synthetic Data
Methods for training language models on sensitive data differ in how they balance capability gains against the risk of l
StratFL: Countering Covert Model Poisoning Attacks with Strategic Federated Learning
Advanced persistent threats (APTs) are a major concern in federated learning (FL) deployments in critical sectors such a
Broad and Efficient PII Detection with Unified Labels
Personally Identifiable Information (PII) detection models must efficiently find identifiers across diverse contexts whi
My Credentials, Please: Detecting Filesystem Capability Laundering in MCP Servers at Scale
The Model Context Protocol (MCP) standardizes how AI agents invoke external tools. MCP servers expose tools through a de
Subgraph Counting with Local Node Differential Privacy
We study the problem of approximately counting subgraphs under local node differential privacy (LNDP), a recently introd
Language Is a Security Surface for Agent Guards
Step-level guards decide, before each tool call, whether an agent's next action is safe given the user's request and the
Shortcut Sensitivity in Agent-Safety Evaluations
AI agents take actions through tools. Some actions are sensitive, so guards that supervise them must themselves be evalu
Everyone's a little bit racist: a novel ML backdoor attack in black-box mode
Backdoors are among the most impactful attacks against Machine Learning (ML), yet most existing methods assume some form
Erase the Mark, Preserve the Motion: Temporally Consistent Removal of Video Watermarks
Recent advances in video generation have increased the demand for reliable watermarking for copyright protection, yet th
MAppPrint: Robust and Real-time Mobile App Fingerprinting via Traffic Behavior Correlation Graphs
Mobile apps have become ubiquitous in daily life. Despite communication encryption, app fingerprinting (AF) attacks can
Capital Costs Protect the Network: Mining Gap Dynamics in Proof-of-Work Blockchains Under a Stochastic Mempool
Proof-of-Work blockchains increasingly rely on transaction fees to keep miners engaged as block subsidies decline. An im
SMT-Boosted Security Types and Correctness for Low-Level MPC
Secure Multi-Party Computation (MPC) is an important enabling technology for data privacy in modern distributed applicat
An Agentic ENF Framework for Forensic Video Authentication Against Generative AI
Generative models now synthesise video that is hard to distinguish from genuine footage, and learned detectors that key
Encoded but Exposed: Language Embeddings can Reveal More Than They Should in Recommender Systems
Language embeddings are increasingly used in recommenders to represent item content, but their privacy risks remain poor
Federated Art Chase: Privacy Leakage and Data Poisoning in Federated Fine-Tuning
Federated learning (FL) is increasingly used to adapt a pretrained, centrally fine-tuned model to data that remain on us
Pricing the Unprovable: Ambiguity, Turnstile Runs, and the Verifiability Discount in Crypto Protocols
Privacy-preserving protocols can repair a vulnerability without establishing whether it was exploited beforehand, even w
On the Robustness of Gossip Protocols in Modern Blockchains
Modern platforms such as Ethereum and Polkadot nowadays execute Byzantine fault-tolerant consensus protocols over large
NEST: Stale-Robust Tokenized-Stock Measurement for a Crypto-Treasury LETF Stack
Tokenized equities trade while listed markets are closed, so their marks could improve off-hours measurement along layer
Smoothness of Shortest Isogenies to Frobenius Conjugates
Let $E$ be chosen uniformly from the geometric isomorphism classes of supersingular elliptic curves over $\overline{\mat