Defending Against Prompt Injection with DataFilter
Authors: Yizhu Wang, Sizhe Chen, Raghad Alkhudair, Basel Alomair, David Wagner | Published: 2025-10-22
Prompt Injection
Evaluating Large Language Models in detecting Secrets in Android Apps
Authors: Marco Alecci, Jordan Samhi, Tegawendé F. Bissyandé, Jacques Klein | Published: 2025-10-21
CLASP: Cost-Optimized LLM-based Agentic System for Phishing Detection
Authors: Fouad Trad, Ali Chehab | Published: 2025-10-21
Prompting the Priorities: A First Look at Evaluating LLMs for Vulnerability Triage and Prioritization
Authors: Osama Al Haddad, Muhammad Ikram, Ejaz Ahmed, Young Lee | Published: 2025-10-21
One Size Fits All? A Modular Adaptive Sanitization Kit (MASK) for Customizable Privacy-Preserving Phone Scam Detection
Authors: Kangzhong Wang, Zitong Shen, Youqian Zhang, Michael MK Cheung, Xiapu Luo, Grace Ngai, Eugene Yujun Fu | Published: 2025-10-21
CrossGuard: Safeguarding MLLMs against Joint-Modal Implicit Malicious Attacks
Authors: Xu Zhang, Hao Li, Zhichao Lu | Published: 2025-10-20
Multimodal Safety Is Asymmetric: Cross-Modal Exploits Unlock Black-Box MLLMs Jailbreaks
Authors: Xinkai Wang, Beibei Li, Zerui Shao, Ao Liu, Shouling Ji | Published: 2025-10-20
Are My Optimized Prompts Compromised? Exploring Vulnerabilities of LLM-based Optimizers
Authors: Andrew Zhao, Reshmi Ghosh, Vitor Carvalho, Emily Lawton, Keegan Hines, Gao Huang, Jack W. Stokes | Published: 2025-10-16
LLM-Assisted Web Measurements
Authors: Simone Bozzolan, Stefano Calzavara, Lorenzo Cazzaro | Published: 2025-10-09
Fewer Weights, More Problems: A Practical Attack on LLM Pruning
Authors: Kazuki Egashira, Robin Staab, Thibaud Gloaguen, Mark Vero, Martin Vechev | Published: 2025-10-09