Title
AutoBackdoor: Automating Backdoor Attacks via LLM Agents Y. Li Z. Li Wei Zhao Nay Myat Min Hanxun Huang Xingjun Ma Jun Sun AAML LLMAG SILM 358 0 0 20 Nov 2025
Visual Backdoor Attacks on MLLM Embodied Decision Making via Contrastive Trigger Learning Qiusi Zhan Hyeonjeong Ha Rui Yang Sirui Xu Hanyang Chen Liang-Yan Gui Yu Wang Huan Zhang Mengyue Yang Daniel Kang AAML 84 0 0 31 Oct 2025
Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges Shrestha Datta Shahriar Kabir Nahin Anshuman Chhabra P. Mohapatra LLMAG LM&Ro 252 2 0 27 Oct 2025
Pay Attention to the Triggers: Constructing Backdoors That Survive Distillation Giovanni De Muri Mark Vero Robin Staab Martin Vechev 147 0 0 21 Oct 2025
Toward Understanding Security Issues in the Model Context Protocol Ecosystem Xiaofan Li Xing Gao 140 1 0 18 Oct 2025
f-INE: A Hypothesis Testing Framework for Estimating Influence under Training Randomness Subhodip Panda Dhruv Tarsadiya S. Sourav Prathosh A.P. Sai Praneeth Karimireddy TDI 186 0 0 12 Oct 2025
Automatic Text Box Placement for Supporting Typographic Design Jun Muraoka Daichi Haraguchi Naoto Inoue Wataru Shimoda Kota Yamaguchi Seiichi Uchida 102 0 0 09 Oct 2025
Spectral Graph Clustering under Differential Privacy: Balancing Privacy, Accuracy, and Efficiency Mohamed Seif Antti Koskela H. Poor Andrea J. Goldsmith 133 4 0 08 Oct 2025
Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods Yulin Chen Haoran Li Yuan Sui Yangqiu Song Bryan Hooi SILM AAML 199 0 0 04 Oct 2025
Microsaccade-Inspired Probing: Positional Encoding Perturbations Reveal LLM Misbehaviours Rui Melo Rui Abreu C. Păsăreanu 134 0 0 01 Oct 2025
Backdoor Attacks Against Speech Language Models Alexandrine Fortier Thomas Thebaud Jesus Villalba Najim Dehak P. Cardinal AuLLM 261 0 0 01 Oct 2025
GSPR: Aligning LLM Safeguards as Generalizable Safety Policy Reasoners Xue Yang Yulin Chen Jingru Zeng Hao Peng Huihao Jing Wenbin Hu Xi Yang Ziqian Zeng Sirui Han Yangqiu Song LRM 97 1 0 29 Sep 2025
Virus Infection Attack on LLMs: Your Poisoning Can Spread "VIA" Synthetic Data Zi Liang Qingqing Ye Xuan Liu Yanyun Wang Jianliang Xu Haibo Hu 201 1 0 27 Sep 2025
Backdoor Attribution: Elucidating and Controlling Backdoor in Language Models Miao Yu Zhenhong Zhou Moayad Aloqaily Kun Wang Biwei Huang S. Wang Yueming Jin Qingsong Wen AAML LLMSV 260 0 0 26 Sep 2025
bi-GRPO: Bidirectional Optimization for Jailbreak Backdoor Injection on LLMs Wence Ji Jiancan Wu Aiying Li Shuyi Zhang Junkang Wu An Zhang Xiang-Bin Wang Xiangnan He AAML 131 0 0 24 Sep 2025
A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models Yanbo Wang Yongcan Yu Jian Liang Ran He HILM LRM 197 4 0 04 Sep 2025
Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language ModelsNeural Networks (NN), 2025 Zuquan Peng Jianming Fu Lixin Zou Li Zheng Yanzhen Ren Guojun Peng AAML 88 0 0 30 Aug 2025
Lethe: Purifying Backdoored Large Language Models with Knowledge Dilution Chen Chen Yuchen Sun Jiaxin Gao Xueluan Gong Qian-Wei Wang Ziyao Wang Yongsen Zheng K. Lam AAML KELM 144 0 0 28 Aug 2025
Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol Wei Ma Y. Yang Q. Hu Shi Ying Zhi Jin ... Zhenchang Xing Tianlin Li Junjie Shi Yang Liu Linxiao Jiang 112 0 0 28 Aug 2025
Poison Once, Refuse Forever: Weaponizing Alignment for Injecting Bias in LLMs Md Abdullah Al Mamun Ihsen Alouani Nael B. Abu-Ghazaleh 94 0 0 28 Aug 2025
Pruning Strategies for Backdoor Defense in LLMs Santosh Chapagain S. M. Hamdi S. F. Boubrahimi AAML 84 3 0 27 Aug 2025
An Investigation on Group Query Hallucination Attacks Kehao Miao Xiaolong Jin AAML LRM 76 0 0 26 Aug 2025
Multi-Target Backdoor Attacks Against Speaker Recognition Alexandrine Fortier Sonal Joshi Thomas Thebaud Jesus Villalba Lopez Najim Dehak P. Cardinal AAML 240 1 0 12 Aug 2025
Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models J. Zhang Shu Yang Junchao Wu Yang Li Haiyan Zhao 200 1 0 04 Aug 2025
A Survey on Data Security in Large Language Models Kang Chen Xiuze Zhou Y. Lin Jinhe Su Yuanhui Yu Li Shen F. Lin PILM ELM 197 1 1 04 Aug 2025
Watch the Weights: Unsupervised monitoring and control of fine-tuned LLMs Ziqian Zhong Aditi Raghunathan 187 3 0 31 Jul 2025
BadReasoner: Planting Tunable Overthinking Backdoors into Large Reasoning Models for Fun or Profit Biao Yi Zekun Fei Jianing Geng Tong Li Lihai Nie Zheli Liu Yiming Li LRM 189 2 0 24 Jul 2025
The Dark Side of LLMs: Agent-based Attacks for Complete Computer Takeover Matteo Lupinacci Francesco Aurelio Pironti Francesco Blefari Francesco Romeo Luigi Arena Angelo Furfaro LLMAG AAML 419 8 0 09 Jul 2025
Tuning without Peeking: Provable Generalization Bounds and Robust LLM Post-Training Ismail Labiad Mathurin Videau Matthieu Kowalski Marc Schoenauer Alessandro Leite Julia Kempe O. Teytaud AAML 264 0 0 02 Jul 2025
Mitigating Safety Fallback in Editing-based Backdoor Injection on LLMs Houcheng Jiang Zetong Zhao Junfeng Fang Haokai Ma Ruipeng Wang Yang Deng Xiang Wang Xiangnan He KELM AAML 233 0 0 16 Jun 2025
Textual Bayes: Quantifying Uncertainty in LLM-Based Systems Brendan Leigh Ross Noël Vouitsis Atiyeh Ashari Ghomi Rasa Hosseinzadeh Ji Xin ... Yi Sui Shiyi Hou Kin Kwan Leung Gabriel Loaiza-Ganem Jesse C. Cresswell 336 3 0 11 Jun 2025
Your Agent Can Defend Itself against Backdoor Attacks Li Changjiang Liang Jiacheng Cao Bochuan Chen Jinghui Wang Ting AAML LLMAG 317 4 0 10 Jun 2025
A Systematic Review of Poisoning Attacks Against Large Language Models Neil Fendley Edward W. Staley Joshua Carney William Redman Marie Chau Nathan G. Drenkow AAML PILM 203 5 0 06 Jun 2025
XAI-Units: Benchmarking Explainability Methods with Unit TestsConference on Fairness, Accountability and Transparency (FAccT), 2025 Jun Rui Lee Sadegh Emami Michael David Hollins Timothy C. H. Wong Carlos Ignacio Villalobos Sánchez Francesca Toni Dekai Zhang Adam Dejl 205 3 0 01 Jun 2025
Detecting Stealthy Backdoor Samples based on Intra-class Distance for Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2025 Jinwen Chen Hainan Zhang Fei Sun Qinnan Zhang Sijia Wen Ziwei Wang Zhiming Zheng AAML 200 0 0 29 May 2025
Evaluating Robustness of Large Audio Language Models to Audio Injection: An Empirical Study Guanyu Hou Jiaming He Yinhang Zhou Ji Guo Yitong Qiao Rui Zhang Wenbo Jiang AAML 249 1 0 26 May 2025
Security Concerns for Large Language Models: A Survey Miles Q. Li Benjamin C. M. Fung PILM ELM 734 14 0 24 May 2025
Revisiting Backdoor Attacks on LLMs: A Stealthy and Practical Poisoning Framework via Harmless Inputs Jiawei Kong Hao Fang Xiaochen Yang Kuofeng Gao Bin Chen Shu-Tao Xia Yaowei Wang Min Zhang AAML 308 3 0 23 May 2025
Be Careful When Fine-tuning On Open-Source LLMs: Your Fine-tuning Data Could Be Secretly Stolen! Zhexin Zhang Yuhao Sun Junxiao Yang Shiyao Cui Hongning Wang Shiyu Huang AAML 300 1 0 21 May 2025
Is Your Prompt Safe? Investigating Prompt Injection Attacks Against Open-Source LLMs Jiawen Wang Pritha Gupta Ivan Habernal Eyke Hüllermeier SILM AAML 243 6 0 20 May 2025
From Assistants to Adversaries: Exploring the Security Risks of Mobile LLM Agents Liangxuan Wu Chao Wang Tianming Liu Yanjie Zhao Haoyu Wang AAML 433 9 0 19 May 2025
Does Low Rank Adaptation Lead to Lower Robustness against Training-Time Attacks? Zi Liang Haibo Hu Qingqing Ye Yaxin Xiao Ronghua Li AAML 401 3 0 19 May 2025
A Survey of Attacks on Large Language Models Wenrui Xu Keshab K. Parhi AAML ELM 220 7 0 18 May 2025
The Ripple Effect: On Unforeseen Complications of Backdoor Attacks Rui Zhang Yun Shen Hongwei Li Wenbo Jiang Hanxiao Chen Yuan Zhang Guowen Xu Yang Zhang SILM AAML 224 0 0 16 May 2025
LM-Scout: Analyzing the Security of Language Model Integration in Android Apps Muhammad Ibrahim Gűliz Seray Tuncay Z. Berkay Celik Aravind Machiry Antonio Bianchi 262 0 0 13 May 2025
BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Liang Luo Hongwei Li Rui Zhang Wenbo Jiang Kangjie Chen Tianwei Zhang Qingchuan Zhao Guowen Xu AAML 220 0 0 06 May 2025
Adversarial Attacks on LLM-as-a-Judge Systems: Insights from Prompt Injections Narek Maloyan Dmitry Namiot SILM AAML ELM 246 4 0 25 Apr 2025
Information Leakage of Sentence Embeddings via Generative Embedding Inversion AttacksAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Antonios Tragoudaras Theofanis Aslanidis Emmanouil Georgios Lionis Marina Orozco González Panagiotis Eustratiadis MIACV SILM 316 2 0 23 Apr 2025
Propaganda via AI? A Study on Semantic Backdoors in Large Language Models Nay Myat Min Long H. Pham Yige Li Jun Sun AAML 238 2 0 15 Apr 2025
Exposing the Ghost in the Transformer: Abnormal Detection for Large Language Models via Hidden State Forensics Shide Zhou Kaidi Wang Ling Shi Han Wang 242 1 0 01 Apr 2025

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Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection

Papers citing "Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection"