Prefilling the Reasoning Channel: Output-Prefix Attacks on Reasoning LLMs
From Alignment to Access Control: A Framework for GenAI Policy Enforcement
CASCADE Against Jailbreaks: Combination Across Stages with Controlled Attack-Defense Evaluation
APort Vault: Benchmarking AI Agent Payment Authorization with the Open Agent Passport
Inference-Engine Fingerprinting Attacks are Practical: Exploring Model-Driven Environmental Discovery, Exploitation, and Escape
16 governance tools for securing your AI fleet
12 min1
Characterizing Network Centralization and Observability in the Remote MCP Ecosystem
1
InceptionRAG: Stealthy Poisoning Attack Against Retrieval-Augmented Generation
1
MarkSec: Capability-Aware Evaluation of Adversarial Attacks Against LLM Watermarks
CiteShade: Citation Laundering in Multi-Source Retrieval-Augmented Generation and Its Counterfactual Defense
1
Approval Integrity and Recovery in LLM Answer Publication
PIDS-Bench: Evaluating Prompt-Injection Detectors Under Over-Defense, Obfuscation, and Distribution Shift
Pick Your Poison: Learning to Select Poison Sets for Stronger LLM Backdoor Attacks
1
ToxicRAG: Compromising Retrieval-Augmented Generation Systems via Single-Shot Knowledge Poisoning Attacks
1
Active Adaptation, Not Static Defense: Temporal Dynamics of Preventative Steering in Adversarial Fine-Tuning
1
Understanding the Security Boundary of Obfuscation-based On-Device LLM Protection
When the prompt becomes the payload: A practical pen-testing guide for GenAI, LLM and RAG applications
9 min1
ACEA: An Adversarial Co-Evolution Arena for Head-to-Head Red-Team and Blue-Team LLM Testing
1
