Philipp Zimmermann
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Paper Library

Collection of AI Security research papers

Showing 1172 papers total

October 20 - October 26, 2025

6 papers

CrossGuard: Safeguarding MLLMs against Joint-Modal Implicit Malicious Attacks

Xu Zhang, Hao Li, Zhichao Lu
2025-10-20
red teaming
2510.17687v1

From Spatial to Actions: Grounding Vision-Language-Action Model in Spatial Foundation Priors

Zhengshen Zhang, Hao Li, Yalun Dai, Zhengbang Zhu, Lei Zhou, Chenchen Liu, Dong Wang, Francis E. H. Tay, Sijin Chen, Ziwei Liu, Yuxiao Liu, Xinghang Li, Pan Zhou
2025-10-20
2510.17439v1

Multimodal Safety Is Asymmetric: Cross-Modal Exploits Unlock Black-Box MLLMs Jailbreaks

Xinkai Wang, Beibei Li, Zerui Shao, Ao Liu, Shouling Ji
2025-10-20
red teaming
2510.17277v1

JT-Safe: Intrinsically Enhancing the Safety and Trustworthiness of LLMs

Junlan Feng, Fanyu Meng, Chong Long, Pengyu Cong, Duqing Wang, Yan Zheng, Yuyao Zhang, Xuanchang Gao, Ye Yuan, Yunfei Ma, Zhijie Ren, Fan Yang, Na Wu, Di Jin, Chao Deng
2025-10-20
safety
2510.17918v1

Can Transformer Memory Be Corrupted? Investigating Cache-Side Vulnerabilities in Large Language Models

Elias Hossain, Swayamjit Saha, Somshubhra Roy, Ravi Prasad
2025-10-20
red teaming
2510.17098v1

Investigating Thinking Behaviours of Reasoning-Based Language Models for Social Bias Mitigation

Guoqing Luo, Iffat Maab, Lili Mou, Junichi Yamagishi
2025-10-20
2510.17062v1

October 13 - October 19, 2025

18 papers

SafeSearch: Do Not Trade Safety for Utility in LLM Search Agents

Qiusi Zhan, Angeline Budiman-Chan, Abdelrahman Zayed, Xingzhi Guo, Daniel Kang, Joo-Kyung Kim
2025-10-19
safety
2510.17017v2

SafeSearch: Do Not Trade Safety for Utility in LLM Search Agents

Qiusi Zhan, Angeline Budiman-Chan, Abdelrahman Zayed, Xingzhi Guo, Daniel Kang, Joo-Kyung Kim
2025-10-19
safety
2510.17017v1

Online Learning Defense against Iterative Jailbreak Attacks via Prompt Optimization

Masahiro Kaneko, Zeerak Talat, Timothy Baldwin
2025-10-19
red teaming
2510.17006v1

Bits Leaked per Query: Information-Theoretic Bounds on Adversarial Attacks against LLMs

Masahiro Kaneko, Timothy Baldwin
2025-10-19
red teaming
2510.17000v1

BreakFun: Jailbreaking LLMs via Schema Exploitation

Amirkia Rafiei Oskooei, Mehmet S. Aktas
2025-10-19
red teaming
2510.17904v1

Black-box Optimization of LLM Outputs by Asking for Directions

Jie Zhang, Meng Ding, Yang Liu, Jue Hong, Florian Tramèr
2025-10-19
red teaming
2510.16794v1

Check Yourself Before You Wreck Yourself: Selectively Quitting Improves LLM Agent Safety

Vamshi Krishna Bonagiri, Ponnurangam Kumaragurum, Khanh Nguyen, Benjamin Plaut
2025-10-18
safety
2510.16492v1

VIPAMIN: Visual Prompt Initialization via Embedding Selection and Subspace Expansion

Jaekyun Park, Hye Won Chung
2025-10-18
2510.16446v1

ATA: A Neuro-Symbolic Approach to Implement Autonomous and Trustworthy Agents

David Peer, Sebastian Stabinger
2025-10-18
2510.16381v1

TokenAR: Multiple Subject Generation via Autoregressive Token-level enhancement

Haiyue Sun, Qingdong He, Jinlong Peng, Peng Tang, Jiangning Zhang, Junwei Zhu, Xiaobin Hu, Shuicheng Yan
2025-10-18
2510.16332v1

Distractor Injection Attacks on Large Reasoning Models: Characterization and Defense

Zhehao Zhang, Weijie Xu, Shixian Cui, Chandan K. Reddy
2025-10-17
red teaming
2510.16259v1

Prompt injections as a tool for preserving identity in GAI image descriptions

Kate Glazko, Jennifer Mankoff
2025-10-17
2510.16128v1

SoK: Taxonomy and Evaluation of Prompt Security in Large Language Models

Hanbin Hong, Shuya Feng, Nima Naderloui, Shenao Yan, Jingyu Zhang, Biying Liu, Ali Arastehfard, Heqing Huang, Yuan Hong
2025-10-17
red teaming
2510.15476v2

SoK: Taxonomy and Evaluation of Prompt Security in Large Language Models

Hanbin Hong, Shuya Feng, Nima Naderloui, Shenao Yan, Jingyu Zhang, Biying Liu, Ali Arastehfard, Heqing Huang, Yuan Hong
2025-10-17
red teaming
2510.15476v1

Learning to Detect Unknown Jailbreak Attacks in Large Vision-Language Models

Shuang Liang, Zhihao Xu, Jialing Tao, Hui Xue, Xiting Wang
2025-10-17
red teaming
2510.15430v2

Learning to Detect Unknown Jailbreak Attacks in Large Vision-Language Models

Shuang Liang, Zhihao Xu, Jialing Tao, Hui Xue, Xiting Wang
2025-10-17
red teaming
2510.15430v1

Sequential Comics for Jailbreaking Multimodal Large Language Models via Structured Visual Storytelling

Deyue Zhang, Dongdong Yang, Junjie Mu, Quancheng Zou, Zonghao Ying, Wenzhuo Xu, Zhao Liu, Xuan Wang, Xiangzheng Zhang
2025-10-16
red teaming
2510.15068v1

Active Honeypot Guardrail System: Probing and Confirming Multi-Turn LLM Jailbreaks

ChenYu Wu, Yi Wang, Yang Liao
2025-10-16
red teaming
2510.15017v1