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RAILS: A Robust Adversarial Immune-inspired Learning System

RAILS: A Robust Adversarial Immune-inspired Learning System

IEEE Access (IEEE Access), 2020
18 December 2020
Ren Wang
Tianqi Chen
Stephen Lindsly
A. Rehemtulla
Alfred Hero
I. Rajapakse
    AAML
ArXiv (abs)PDFHTML

Papers citing "RAILS: A Robust Adversarial Immune-inspired Learning System"

7 / 7 papers shown
Enhancing Social Robots through Resilient AI
Enhancing Social Robots through Resilient AI
Domenico Palmisano
Giuseppe Palestra
Berardina de Carolis
161
0
0
24 Oct 2025
Deep Adversarial Defense Against Multilevel-Lp Attacks
Deep Adversarial Defense Against Multilevel-Lp Attacks
Ren Wang
Yuxuan Li
Alfred Hero
AAML
285
1
0
12 Jul 2024
PID Control-Based Self-Healing to Improve the Robustness of Large
  Language Models
PID Control-Based Self-Healing to Improve the Robustness of Large Language Models
Zhuotong Chen
Zihu Wang
Yifan Yang
Qianxiao Li
Zheng Zhang
AAML
347
3
0
31 Mar 2024
Bridging Models to Defend: A Population-Based Strategy for Robust Adversarial Defense
Bridging Models to Defend: A Population-Based Strategy for Robust Adversarial Defense
Ren Wang
Yuxuan Li
Sijia Liu
Dakuo Wang
Jinjun Xiong
Pin-Yu Chen
Sijia Liu
Mohammad Shahidehpour
Alfred Hero
AAML
209
0
0
17 Mar 2023
Self-Healing Robust Neural Networks via Closed-Loop Control
Self-Healing Robust Neural Networks via Closed-Loop ControlJournal of machine learning research (JMLR), 2022
Zhuotong Chen
Qianxiao Li
Zheng Zhang
AAMLOOD
150
13
0
26 Jun 2022
Deep Adversarially-Enhanced k-Nearest Neighbors
Deep Adversarially-Enhanced k-Nearest Neighbors
Ren Wang
Tianqi Chen
Alfred Hero
206
0
0
15 Aug 2021
ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense
ASK: Adversarial Soft k-Nearest Neighbor Attack and DefenseIEEE Access (IEEE Access), 2021
Ren Wang
Tianqi Chen
Philip Yao
Sijia Liu
I. Rajapakse
Alfred Hero
AAMLOOD
383
7
0
27 Jun 2021
1
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