iGEN
Visit IGEN World Explore IGEN Expo
EXPLORE UPGRADE PLANS
BREAKING
New Automated Jailbreak Attack UNIATTACK Achieves High Success Rate Against Multi-Layered LLM Defenses UXBench: Measuring the Actionability of LLM-Generated UX Critiques LaWAM: Latent World Action Model Enables Efficient, Dynamics-Aware Robot Control with Low Latency Sub-Quadratic Vision Transformers Cut Self-Attention Cost for Faster Image Captioning NordVPN's Private Server Add-On Gives Enterprises Isolated Hardware and Static IP for Secure Remote Access India Soyabean Acreage Seen Rising Up to 10% on High Prices, Weak Monsoon Outlook FlowMPC: New Framework Combines Flow Matching and World Models to Improve Robot Manipulation DYNA Framework Uses Temporal Knowledge Graphs to Reduce LLM Forgetting Without Retraining RAMS: Resource-Adaptive Model Switching for Embedded Edge Perception Under Load Open-SWE-Traces: 207K Multilingual Trajectories Set New Standard for Autonomous Software Engineering Agents New Automated Jailbreak Attack UNIATTACK Achieves High Success Rate Against Multi-Layered LLM Defenses UXBench: Measuring the Actionability of LLM-Generated UX Critiques LaWAM: Latent World Action Model Enables Efficient, Dynamics-Aware Robot Control with Low Latency Sub-Quadratic Vision Transformers Cut Self-Attention Cost for Faster Image Captioning NordVPN's Private Server Add-On Gives Enterprises Isolated Hardware and Static IP for Secure Remote Access India Soyabean Acreage Seen Rising Up to 10% on High Prices, Weak Monsoon Outlook FlowMPC: New Framework Combines Flow Matching and World Models to Improve Robot Manipulation DYNA Framework Uses Temporal Knowledge Graphs to Reduce LLM Forgetting Without Retraining RAMS: Resource-Adaptive Model Switching for Embedded Edge Perception Under Load Open-SWE-Traces: 207K Multilingual Trajectories Set New Standard for Autonomous Software Engineering Agents
Home ›› Topics ›› automated

Topic

automated

2 stories
New Automated Jailbreak Attack UNIATTACK Achieves High Success Rate Against Multi-Layered LLM Defenses Technology
Cybersecurity #automated#jailbreak

New Automated Jailbreak Attack UNIATTACK Achieves High Success Rate Against Multi-Layered LLM Defenses

Researchers present UNIATTACK, an adversarial testing framework that extracts high-impact attack features from existing exploits and uses a specialized attacker LLM to compose flexible templates. The framework achieves an average attack success rate improvement of 64.63% to 248.82% over baselines on models with multi-layered defenses, while costing only 0.03% to 4.96% of baseline costs.

Jun 16, 2026 1 source
AIChilles Automatically Unearths Hidden Weaknesses in AI-Evolved Programs Technology
Artificial Intelligence #ai#weaknesses

AIChilles Automatically Unearths Hidden Weaknesses in AI-Evolved Programs

Researchers developed AIChilles, an automated tool that uncovers hidden weaknesses in AI-evolved programs. Testing 30 AI-generated programs across five system applications, it found 49 distinct failures in correctness, runtime, memory, and output quality. The tool combines workload extraction, constraint inference, and differential oracles to identify regressions that could undermine AI-generated code reliability.

Jun 16, 2026 1 source