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LAMPS@CCS 2024: Salt Lake City, UT, USA
- Bo Li, Wenyuan Xu, Jieshan Chen, Yang Zhang, Jason Xue, Shuo Wang, Guangdong Bai, Xingliang Yuan:
Proceedings of the 1st ACM Workshop on Large AI Systems and Models with Privacy and Safety Analysis, LAMPS 2024, Salt Lake City, UT, USA, October 14-18, 2024. ACM 2023, ISBN 979-8-4007-1209-8 - Peng Gao
, Xiaoyuan Liu
, Edward Choi
, Sibo Ma
, Xinyu Yang
, Dawn Song
:
ThreatKG: An AI-Powered System for Automated Open-Source Cyber Threat Intelligence Gathering and Management. 1-12 - Zhisheng Zhang
, Qianyi Yang
, Derui Wang
, Pengyang Huang
, Yuxin Cao
, Kai Ye
, Jie Hao
:
Mitigating Unauthorized Speech Synthesis for Voice Protection. 13-24 - Hongying Zhang
, Gaolei Li
, Shenghong Li
, Hongfu Liu
, Shuo Wang
, Jianhua Li
:
How to Efficiently Manage Critical Infrastructure Vulnerabilities? Toward Large Code-graph Models. 25-34 - Zhihao Dou
, Xin Hu
, Haibo Yang
, Zhuqing Liu
, Minghong Fang
:
Adversarial Attacks to Multi-Modal Models. 35-46 - Jiaqi Xue
, Mengxin Zheng
, Yi Sheng
, Lei Yang
, Qian Lou
, Lei Jiang
:
TrojFair: Trojan Fairness Attacks. 47-56 - Kaijie Zhu
, Jindong Wang
, Jiaheng Zhou
, Zichen Wang
, Hao Chen
, Yidong Wang
, Linyi Yang
, Wei Ye
, Yue Zhang
, Neil Gong
, Xing Xie
:
PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts. 57-68 - Tianshuo Cong
, Delong Ran
, Zesen Liu
, Xinlei He
, Jinyuan Liu
, Yichen Gong
, Qi Li
, Anyu Wang
, Xiaoyun Wang
:
Have You Merged My Model? On The Robustness of Large Language Model IP Protection Methods Against Model Merging. 69-76 - Dylan Lee
, Shaoyuan Xie
, Shagoto Rahman
, Kenneth Pat
, David Lee
, Qi Alfred Chen
:
"Prompter Says": A Linguistic Approach to Understanding and Detecting Jailbreak Attacks Against Large-Language Models. 77-87 - Maxim Chernyshev
, Zubair A. Baig
, Robin Ram Mohan Doss
:
Towards Large Language Model (LLM) Forensics Using LLM-based Invocation Log Analysis. 89-96 - Jiaqi Xue
, Yancheng Zhang
, Yanshan Wang
, Xueqiang Wang
, Hao Zheng
, Qian Lou
:
CryptoTrain: Fast Secure Training on Encrypted Dataset. 97-104 - Fazhong Liu
, Yan Meng
, Tian Dong
, Guoxing Chen
, Haojin Zhu
:
Detection and Attribution of Diffusion Model of Character Animation Based on Spatio-Temporal Attention. 105-108
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