Transfer Learning for Security: Challenges and Future Directions
Authors: Adrian Shuai Li, Arun Iyengar, Ashish Kundu, Elisa Bertino | Published: 2024-03-01
転移学習
Indiscriminate Data Poisoning Attacks on Pre-trained Feature Extractors
Authors: Yiwei Lu, Matthew Y. R. Yang, Gautam Kamath, Yaoliang Yu | Published: 2024-02-20
Ensuring Cross-Device Portability of Electromagnetic Side-Channel Analysis
Authors: Lojenaa Navanesana, Nhien-An Le-Khac, Mark Scanlon, Kasun De Zoysa, Asanka P. Sayakkara | Published: 2023-12-18
Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI Systems
Authors: Guangjing Wang, Ce Zhou, Yuanda Wang, Bocheng Chen, Hanqing Guo, Qiben Yan | Published: 2023-11-20
LGV: Boosting Adversarial Example Transferability from Large Geometric Vicinity
Authors: Martin Gubri, Maxime Cordy, Mike Papadakis, Yves Le Traon, Koushik Sen | Published: 2022-07-26
Improving Botnet Detection with Recurrent Neural Network and Transfer Learning
Authors: Jeeyung Kim, Alex Sim, Jinoh Kim, Kesheng Wu, Jaegyoon Hahm | Published: 2021-04-26
A Survey on Negative Transfer
Authors: Wen Zhang, Lingfei Deng, Lei Zhang, Dongrui Wu | Published: 2020-09-02 | Updated: 2021-08-09
TREND: Transferability based Robust ENsemble Design
Authors: Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy | Published: 2020-08-04 | Updated: 2021-03-30