Exploiting Logic Locking for a Neural Trojan Attack on Machine Learning Accelerators
Authors: Hongye Xu, Dongfang Liu, Cory Merkel, Michael Zuzak | Published: 2023-04-12 | Updated: 2023-04-14
Backdoor Attack
Rethinking the Trigger-injecting Position in Graph Backdoor Attack
Authors: Jing Xu, Gorka Abad, Stjepan Picek | Published: 2023-04-05 | Updated: 2023-04-18
Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective
Authors: Baoyuan Wu, Zihao Zhu, Li Liu, Qingshan Liu, Zhaofeng He, Siwei Lyu | Published: 2023-02-19 | Updated: 2024-01-04
Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness
Authors: Bao Gia Doan, Shuiqiao Yang, Paul Montague, Olivier De Vel, Tamas Abraham, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe | Published: 2023-01-30
Backdoor Attacks in Peer-to-Peer Federated Learning
Authors: Georgios Syros, Gokberk Yar, Simona Boboila, Cristina Nita-Rotaru, Alina Oprea | Published: 2023-01-23 | Updated: 2024-09-17
Towards Understanding How Self-training Tolerates Data Backdoor Poisoning
Authors: Soumyadeep Pal, Ren Wang, Yuguang Yao, Sijia Liu | Published: 2023-01-20
TrojanPuzzle: Covertly Poisoning Code-Suggestion Models
Authors: Hojjat Aghakhani, Wei Dai, Andre Manoel, Xavier Fernandes, Anant Kharkar, Christopher Kruegel, Giovanni Vigna, David Evans, Ben Zorn, Robert Sim | Published: 2023-01-06 | Updated: 2024-01-24
Backdoor Attacks Against Dataset Distillation
Authors: Yugeng Liu, Zheng Li, Michael Backes, Yun Shen, Yang Zhang | Published: 2023-01-03
Analysis of Label-Flip Poisoning Attack on Machine Learning Based Malware Detector
Authors: Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam | Published: 2023-01-03
Unlocking Metaverse-as-a-Service The three pillars to watch: Privacy and Security, Edge Computing, and Blockchain
Authors: Vesal Ahsani, Ali Rahimi, Mehdi Letafati, Babak Hossein Khalaj | Published: 2023-01-01 | Updated: 2023-01-11