Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation
Authors: Haijian Ma, Daizong Liu, Xiaowen Cai, Pan Zhou, Yulai Xie | Published: 2025-08-25
Training Method
LLM Unlearning Should Be Form-Independent
Authors: Xiaotian Ye, Mengqi Zhang, Shu Wu | Published: 2025-06-09
Case Study: Fine-tuning Small Language Models for Accurate and Private CWE Detection in Python Code
Authors: Md. Azizul Hakim Bappy, Hossen A Mustafa, Prottoy Saha, Rajinus Salehat | Published: 2025-04-23
Is poisoning a real threat to LLM alignment? Maybe more so than you think
Authors: Pankayaraj Pathmanathan, Souradip Chakraborty, Xiangyu Liu, Yongyuan Liang, Furong Huang | Published: 2024-06-17 | Updated: 2025-06-09
Protecting the integrity of the training procedure of neural networks
Authors: Christian Berghoff | Published: 2020-05-14
High Accuracy Phishing Detection Based on Convolutional Neural Networks
Authors: Suleiman Y. Yerima, Mohammed K. Alzaylaee | Published: 2020-04-08
DYSAN: Dynamically sanitizing motion sensor data against sensitive inferences through adversarial networks
Authors: Claude Rosin Ngueveu, Antoine Boutet, Carole Frindel, Sébastien Gambs, Théo Jourdan, Claude Rosin | Published: 2020-03-23 | Updated: 2020-10-08
One Neuron to Fool Them All
Authors: Anshuman Suri, David Evans | Published: 2020-03-20 | Updated: 2020-06-09
Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations
Authors: Huan Zhang, Hongge Chen, Chaowei Xiao, Bo Li, Mingyan Liu, Duane Boning, Cho-Jui Hsieh | Published: 2020-03-19 | Updated: 2021-07-14
Neural Fuzzy Extractors: A Secure Way to Use Artificial Neural Networks for Biometric User Authentication
Authors: Abhishek Jana, Bipin Paudel, Md Kamruzzaman Sarker, Monireh Ebrahimi, Pascal Hitzler, George T Amariucai | Published: 2020-03-18 | Updated: 2023-12-19