F2A: An Innovative Approach for Prompt Injection by Utilizing Feign Security Detection Agents
Authors: Yupeng Ren | Published: 2024-10-11 | Updated: 2024-10-14
Attack Evaluation
Study of Attacks on the HHL Quantum Algorithm
Authors: Yizhuo Tan, Hrvoje Kukina, Jakub Szefer | Published: 2024-10-10
Robustness Reprogramming for Representation Learning
Authors: Zhichao Hou, MohamadAli Torkamani, Hamid Krim, Xiaorui Liu | Published: 2024-10-06
TA3: Testing Against Adversarial Attacks on Machine Learning Models
Authors: Yuanzhe Jin, Min Chen | Published: 2024-10-06
Investigating Imperceptibility of Adversarial Attacks on Tabular Data: An Empirical Analysis
Authors: Zhipeng He, Chun Ouyang, Laith Alzubaidi, Alistair Barros, Catarina Moreira | Published: 2024-07-16 | Updated: 2024-10-04
GAN-GRID: A Novel Generative Attack on Smart Grid Stability Prediction
Authors: Emad Efatinasab, Alessandro Brighente, Mirco Rampazzo, Nahal Azadi, Mauro Conti | Published: 2024-05-20
Manipulating hidden-Markov-model inferences by corrupting batch data
Authors: William N. Caballero, Jose Manuel Camacho, Tahir Ekin, Roi Naveiro | Published: 2024-02-19
On the Cross-Dataset Generalization of Machine Learning for Network Intrusion Detection
Authors: Marco Cantone, Claudio Marrocco, Alessandro Bria | Published: 2024-02-15
A Novel Evaluation Framework for Assessing Resilience Against Prompt Injection Attacks in Large Language Models
Authors: Daniel Wankit Yip, Aysan Esmradi, Chun Fai Chan | Published: 2024-01-02
Label-Only Model Inversion Attacks via Knowledge Transfer
Authors: Ngoc-Bao Nguyen, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, Ngai-Man Cheung | Published: 2023-10-30