Task-Agnostic Detector for Insertion-Based Backdoor Attacks

25 March 2024

Papers citing "Task-Agnostic Detector for Insertion-Based Backdoor Attacks"

26 / 26 papers shown

Title
DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models Xiaozhong Liu Hangyu Guo Ranjie Duan Xingyuan Bu Yancheng He ... Yingshui Tan Yanan Wu Jihao Gu Heng Chang Jun Zhu MLLM 157 0 0 25 Apr 2025
$$\textit{Agents Under Siege}$: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks$ $\textit{Agents Under Siege}$ : Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks Rana Muhammad Shahroz Khan Zhen Tan Sukwon Yun Charles Flemming Tianlong Chen AAML LLMAG Presented at ResearchTrend Connect \| LLMAG on 23 Apr 2025 99 3 0 31 Mar 2025
Backdooring Vision-Language Models with Out-Of-Distribution Data Weimin Lyu Jiachen Yao Saumya Gupta Lu Pang Tao Sun Lingjie Yi Lijie Hu Haibin Ling Chao Chen VLM AAML 64 3 0 02 Oct 2024
TrojVLM: Backdoor Attack Against Vision Language Models Weimin Lyu Lu Pang Tengfei Ma Haibin Ling Chao Chen MLLM 37 7 0 28 Sep 2024
Federated Learning for Smart Grid: A Survey on Applications and Potential Vulnerabilities Zikai Zhang Suman Rath Jiaohao Xu Tingsong Xiao 48 1 0 16 Sep 2024
Data Augmentation for Image Classification using Generative AI Fazle Rahat M Shifat Hossain Md Rubel Ahmed Sumit Kumar Jha Rickard Ewetz VLM 54 4 0 31 Aug 2024
Deep Learning in Medical Image Classification from MRI-based Brain Tumor Images Xiaoyi Liu Zhuoyue Wang 37 17 0 01 Aug 2024
A Survey on the Application of Generative Adversarial Networks in Cybersecurity: Prospective, Direction and Open Research Scopes Md Mashrur Arifin Md Shoaib Ahmed Tanmai Kumar Ghosh Jun Zhuang Jyh-haw Yeh AAML 37 4 0 11 Jul 2024
BadCLM: Backdoor Attack in Clinical Language Models for Electronic Health Records Weimin Lyu Zexin Bi Fusheng Wang Chao Chen 47 5 0 06 Jul 2024
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization Yuyan Chen Zhihao Wen Ge Fan Zhengyu Chen Wei Yu Wu Dayiheng Liu Zhixu Li Bang Liu Yanghua Xiao 39 18 0 04 Jul 2024
"Glue pizza and eat rocks" -- Exploiting Vulnerabilities in Retrieval-Augmented Generative Models Zhen Tan Chengshuai Zhao Raha Moraffah Yifan Li Song Wang Jundong Li Tianlong Chen Huan Liu SILM 54 16 0 26 Jun 2024
JailbreakZoo: Survey, Landscapes, and Horizons in Jailbreaking Large Language and Vision-Language Models Haibo Jin Leyang Hu Xinuo Li Peiyan Zhang Chonghan Chen Jun Zhuang Haohan Wang PILM 36 26 0 26 Jun 2024
Analyzing Multi-Head Attention on Trojan BERT Models Jingwei Wang 43 0 0 12 Jun 2024
Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas Chengyuan Deng Yiqun Duan Xin Jin Heng Chang Yijun Tian ... Kuofeng Gao Sihong He Jun Zhuang Lu Cheng Haohan Wang AILaw 43 16 0 08 Jun 2024
Research on Driver Facial Fatigue Detection Based on Yolov8 Model Chang Zhou Yang Zhao Shaobo Liu Yi Zhao Xingchen Li Chiyu Cheng 3DH 45 14 0 04 Jun 2024
Optimizing Search Advertising Strategies: Integrating Reinforcement Learning with Generalized Second-Price Auctions for Enhanced Ad Ranking and Bidding Chang Zhou Yang Zhao Jin Cao Yi Shen Xiaoling Cui Chiyu Cheng 34 24 0 22 May 2024
Hummer: Towards Limited Competitive Preference Dataset Li Jiang Yusen Wu Junwu Xiong Jingqing Ruan Yichuan Ding Qingpei Guo Zujie Wen Jun Zhou Xiaotie Deng 34 6 0 19 May 2024
InsectMamba: Insect Pest Classification with State Space Model Qianning Wang Chenglin Wang Zhixin Lai Yucheng Zhou Mamba 47 12 0 04 Apr 2024
MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues Ge Bai Jie Liu Xingyuan Bu Yancheng He Jiaheng Liu ... Zhuoran Lin Wenbo Su Tiezheng Ge Bo Zheng Wanli Ouyang ELM LM&MA 38 71 0 22 Feb 2024
Large Language Models Can Learn Temporal Reasoning Siheng Xiong Ali Payani Ramana Rao Kompella Faramarz Fekri LRM 29 74 0 12 Jan 2024
Model Extraction Attacks Revisited Jiacheng Liang Ren Pang Changjiang Li Ting Wang MIACV MLAU 9 8 0 08 Dec 2023
Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review Pengzhou Cheng Zongru Wu Wei Du Haodong Zhao Wei Lu Gongshen Liu SILM AAML 31 17 0 12 Sep 2023
FineEHR: Refine Clinical Note Representations to Improve Mortality Prediction Jun Wu Xuesong Ye Chengjie Mou Weina Dai 61 18 0 24 Apr 2023
BotTriNet: A Unified and Efficient Embedding for Social Bots Detection via Metric Learning Jun Wu Xuesong Ye Yanyuet Man 45 16 0 06 Apr 2023
A Study of the Attention Abnormality in Trojaned BERTs Weimin Lyu Songzhu Zheng Teng Ma Chao Chen 51 56 0 13 May 2022
Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer Fanchao Qi Yangyi Chen Xurui Zhang Mukai Li Zhiyuan Liu Maosong Sun AAML SILM 82 175 0 14 Oct 2021