Machine Unlearning for Traditional Models and Large Language Models: A Short Survey
Authors: Yi Xu | Published: 2024-04-01
Literature Database
Enhancing Reasoning Capacity of SLM using Cognitive Enhancement
Authors: Jonathan Pan, Swee Liang Wong, Xin Wei Chia, Yidi Yuan | Published: 2024-04-01
An incremental hybrid adaptive network-based IDS in Software Defined Networks to detect stealth attacks
Authors: Abdullah H Alqahtani | Published: 2024-04-01
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
Can LLMs get help from other LLMs without revealing private information?
Authors: Florian Hartmann, Duc-Hieu Tran, Peter Kairouz, Victor Cărbune, Blaise Aguera y Arcas | Published: 2024-04-01 | Updated: 2024-04-02
On Large Language Models’ Hallucination with Regard to Known Facts
Authors: Che Jiang, Biqing Qi, Xiangyu Hong, Dayuan Fu, Yang Cheng, Fandong Meng, Mo Yu, Bowen Zhou, Jie Zhou | Published: 2024-03-29 | Updated: 2024-10-28
A Backdoor Approach with Inverted Labels Using Dirty Label-Flipping Attacks
Authors: Orson Mengara | Published: 2024-03-29 | Updated: 2024-04-07
Detecting Financial Bots on the Ethereum Blockchain
Authors: Thomas Niedermayer, Pietro Saggese, Bernhard Haslhofer | Published: 2024-03-28 | Updated: 2025-01-02
Evaluating the Efficacy of Prompt-Engineered Large Multimodal Models Versus Fine-Tuned Vision Transformers in Image-Based Security Applications
Authors: Fouad Trad, Ali Chehab | Published: 2024-03-26 | Updated: 2024-06-10
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