Initial Exploration of Zero-Shot Privacy Utility Tradeoffs in Tabular Data Using GPT-4
Authors: Bishwas Mandal, George Amariucai, Shuangqing Wei | Published: 2024-04-07
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Fine-Tuning, Quantization, and LLMs: Navigating Unintended Outcomes
Authors: Divyanshu Kumar, Anurakt Kumar, Sahil Agarwal, Prashanth Harshangi | Published: 2024-04-05 | Updated: 2024-09-09
AuditGPT: Auditing Smart Contracts with ChatGPT
Authors: Shihao Xia, Shuai Shao, Mengting He, Tingting Yu, Linhai Song, Yiying Zhang | Published: 2024-04-05
An Investigation into Misuse of Java Security APIs by Large Language Models
Authors: Zahra Mousavi, Chadni Islam, Kristen Moore, Alsharif Abuadbba, Muhammad Ali Babar | Published: 2024-04-04
Exploring Backdoor Vulnerabilities of Chat Models
Authors: Yunzhuo Hao, Wenkai Yang, Yankai Lin | Published: 2024-04-03
Obfuscated Malware Detection: Investigating Real-world Scenarios through Memory Analysis
Authors: S M Rakib Hasan, Aakar Dhakal | Published: 2024-04-03
Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks
Authors: Maksym Andriushchenko, Francesco Croce, Nicolas Flammarion | Published: 2024-04-02 | Updated: 2024-10-07
Digital Forgetting in Large Language Models: A Survey of Unlearning Methods
Authors: Alberto Blanco-Justicia, Najeeb Jebreel, Benet Manzanares, David Sánchez, Josep Domingo-Ferrer, Guillem Collell, Kuan Eeik Tan | Published: 2024-04-02
What is in Your Safe Data? Identifying Benign Data that Breaks Safety
Authors: Luxi He, Mengzhou Xia, Peter Henderson | Published: 2024-04-01 | Updated: 2024-08-20
To Err is Machine: Vulnerability Detection Challenges LLM Reasoning
Authors: Benjamin Steenhoek, Md Mahbubur Rahman, Monoshi Kumar Roy, Mirza Sanjida Alam, Hengbo Tong, Swarna Das, Earl T. Barr, Wei Le | Published: 2024-03-25 | Updated: 2025-01-07