When the World Lies: Backdoor Attacks on Latent World Models for Downstream Control
Authors: Roberto Riaño, Gorka Abad, Stjepan Picek, Aitor Urbieta | Published: 2026-09-14
Literature Database
Don’t Send What You Don’t Need: Question-Guided Token Pruning as a Privacy Defense for Vision-Language Models
Authors: Md Khalid Syfullah, Alvi Ataur Khalil | Published: 2026-09-14
Automating Attack Graph Construction for Agentic Pentesting. Towards Neuro-Symbolic Vulnerability Hunting
Authors: Oliver Stevanovic, Jasmin Wachter | Published: 2026-09-14
Empirical Evaluation of Task-Based Permission Scoping Architecture for AI Agents
Authors: Halil Burak Noyan | Published: 2026-09-14
Divide, Consult, Conquer: Capability Laundering Through Aligned LLMs
Authors: Mark Russinovich, Blake Bullwinkel, Giorgio Severi, Cristian Ovadiuc, Ahmed Salem | Published: 2026-09-14
Clean Scores, Buried Evidence, and Confident Wrong: A Receipt-Based Audit of Frontier Agentic QA
Authors: Luis M. Sánchez | Published: 2026-09-14
Why LLM Agents Collapse Without Oversight: The Enforcement Gap as the Mechanism Behind Emergence World Failures
Authors: Yuhang Wang | Published: 2026-09-14
SpliTEE: Improving LLM Inference on Trusted Hardware with Differentially Private GPU Outsourcing
Authors: Shashie Dilhara Batan Arachchige, Robin Carpentier, Hassan Jameel Asghar, Dali Kaafar | Published: 2026-09-14
Pick Your Poison: Learning to Select Poison Sets for Stronger LLM Backdoor Attacks
Authors: Aashiq Muhamed, Mona T. Diab, Virginia Smith, Andrew Ilyas, Matthew Jagielski | Published: 2026-09-14
PIDS-Bench: Evaluating Prompt-Injection Detectors Under Over-Defense, Obfuscation, and Distribution Shift
Authors: Yusuf Khalid Shire, Sang-Chul Kim | Published: 2026-09-14