🛡️ AI Security - emschwartz · Scour

STRIDE-AI: A Threat Modeling Framework for Generative AI Security Assessment 🛡️AI Safety

gouravnagar-infosec/ai-kill-chain: A defender-side extension of the Lockheed Martin Cyber Kill Chain for LLM and agentic AI threats. Adds a model supply chain stage and splits actions-on-objectives into exfiltration, model extraction, and agentic pivot. 🆕New AI

github.com·21h·Hacker News

AI Zero-Day Exploit, CI/CD Supply Chain Poisoning, and Vibe-Coded Data Exposure 🔐Hardware Security

bishopfox.com·5d

Training a 22MB prompt injection classifier 💉Prompt Injection

stackone.com·11h·Hacker News

Microsoft Copilot Cowork Exfiltrates Files 🔓Hacking

promptarmor.com·2d·Hacker News

anishathalye/ai-agent-security-lecture: Guest lecture in MIT 6.566 on AI Agent Security 💻Coding Agents

github.com·2d·Lobsters, Hacker News

Taming the Long Tail: Rebalancing Adversarial Training via Adaptive Perturbation 🛡️AI Safety

Be Kind, Rewrite: Benign Projections via Rewriting Defend Against LLM Data Poisoning Attacks 🕳LLM Vulnerabilities

MoCo-EA: Exploiting Adversarial Mode Connectivity for Efficient Evolutionary Attacks 🛡️AI Safety

Fast Adversarial Attacks with Gradient Prediction 📦Batch Embeddings

An Empirical Study of Privacy Leakage Chains via Prompt Injection in Black-Box Chatbot Environments 💉Prompt Injection

Targeted Downstream-Agnostic Attack 💉Prompt Injection

Membership Inference Attacks on Discrete Diffusion Language Models 🧠LLM Inference

Token by Token, Compromised: Backdoor Vulnerabilities in Unified Autoregressive Models 🕳LLM Vulnerabilities

ReMIA: a Powerful and Efficient Alternative to Membership Inference Attacks against Synthetic Data Generators 🔐SpiceDB

Attacking the First-Principle: A Black-Box, Query-Free Targeted Mimicry Attack on Binary Function Classifiers 💉Prompt Injection

Backdooring Masked Diffusion Language Models 🔮pplx-embed-v1

Single-Sample Black-Box Membership Inference Attack against Vision-Language Models via Cross-modal Semantic Alignment 🛡️AI Safety

DistractMIA: Black-Box Membership Inference on Vision-Language Models via Semantic Distraction 🔮pplx-embed-v1

Lightweight and Fast Backdoor Model Detection 🔐Hardware Security

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