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Strait of Hormuz Reopening: Mine Clearance Delays Threaten Weeks-Long Recovery for Oil Shipping India’s REITs and InvITs May Attract Rs 11.6 Lakh Crore Investment by 2030, Avendus Report Says DualGauge: Automated Joint Security-Functionality Benchmarking of Specification-Only Code Generation by LLMs and Coding Agents Nimble SharePower: Modular Power Bank Lets You Share a Charge With a Friend OBCache Prunes KV Cache for Efficient Long-Context LLM Inference with Output-Aware Scoring 'Dangerous' AI Models: Enterprise Leaders Must Prepare for Broad Availability Air India Launches 'Basic Fare' Option Without Complimentary Meals on Select Domestic Flights New Survey Maps How Evidence Tracing and Execution Provenance Can Make LLM Agents Trustworthy New Unifying Lens for Learning to Hash Could Cut Memory Costs in Large-Scale Retrieval Mosaic: Data-Free Knowledge Distillation Framework Uses Mixture-of-Experts to Tackle Heterogeneous Federated Learning Strait of Hormuz Reopening: Mine Clearance Delays Threaten Weeks-Long Recovery for Oil Shipping India’s REITs and InvITs May Attract Rs 11.6 Lakh Crore Investment by 2030, Avendus Report Says DualGauge: Automated Joint Security-Functionality Benchmarking of Specification-Only Code Generation by LLMs and Coding Agents Nimble SharePower: Modular Power Bank Lets You Share a Charge With a Friend OBCache Prunes KV Cache for Efficient Long-Context LLM Inference with Output-Aware Scoring 'Dangerous' AI Models: Enterprise Leaders Must Prepare for Broad Availability Air India Launches 'Basic Fare' Option Without Complimentary Meals on Select Domestic Flights New Survey Maps How Evidence Tracing and Execution Provenance Can Make LLM Agents Trustworthy New Unifying Lens for Learning to Hash Could Cut Memory Costs in Large-Scale Retrieval Mosaic: Data-Free Knowledge Distillation Framework Uses Mixture-of-Experts to Tackle Heterogeneous Federated Learning
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web agents

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MUZZLE Framework Automates Red-Teaming of Web Agents Against Indirect Prompt Injection Attacks Technology
Cybersecurity #cybersecurity#ai security

MUZZLE Framework Automates Red-Teaming of Web Agents Against Indirect Prompt Injection Attacks

MuZZLE is an automated agentic framework that evaluates the security of LLM-based web agents against indirect prompt injection attacks. It discovered 44 new attacks across 4 web applications, including cross-application injection and agent-tailored phishing, by adaptively generating context-aware malicious instructions based on agent execution trajectories.

Jun 16, 2026 1 source
Process-Level Evaluation of Web Agents Reveals Hidden Performance Differences in AI Systems Technology
Artificial Intelligence #web agents#process-level evaluation

Process-Level Evaluation of Web Agents Reveals Hidden Performance Differences in AI Systems

Researchers introduce WebStep, a benchmark of 1,800 task instances that evaluates web agents at the process level using semantic state tracking. Key findings show that agents with similar success rates have divergent process metrics, with OpenAI CUA outperforming Qwen3.5 on commit actions but underperforming on filtering on the Housing website.

Jun 16, 2026 1 source