Concepedia

Backdoor Removal

Backdoor Removal is a methodological intervention in cybersecurity and machine learning that eliminates covert, unauthorized pathways intentionally embedded in systems or models to enable illicit access or data manipulation.

58

Publications

3.4K

Citations

246

Authors

67

Institutions

Publications per year

2017–2026

55

Parents

Publications

58

DeepInspect: A Black-box Trojan Detection and Mitigation Framework for Deep Neural Networks

Huili Chen, Cheng Fu, Jishen Zhao et al. · 2019 · 309 citations · Full text

, , +13

Februus: Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems

Bao Gia Doan, Ehsan Abbasnejad, Damith C. Ranasinghe · Annual Computer Security Applications Conference · 2020 · 241 citations · Full text

, , +10

Detecting Backdoor Attacks on Deep Neural Networks by Activation\n Clustering

Bryant Chen, Wilka Carvalho, Nathalie Baracaldo et al. · arXiv (Cornell University) · 2018 · 238 citations · Full text

, , +12

Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering

Bryant Chen, Wilka Carvalho, Nathalie Baracaldo et al. · arXiv (Cornell University) · 2018 · 231 citations · Full text

, , +13

FLAME: Taming Backdoors in Federated Learning

TUbilio (Technical University of Darmstadt) · 2022 · 198 citations · Full text

, , +15

1–5 of 58

Authors

246

  1. JW
    Jian Wang

    Nanjing University of Aeronautics and Astronautics, China

    3 publications · 78 citations

    3

    h-index

  2. YL
    Yige Li

    Nanjing Agricultural University, China

    3 publications · 187 citations

    3

    h-index

  3. XL
    Xixiang Lyu

    Xidian University, China

    3 publications · 187 citations

    3

    h-index

  4. TL
    Taesung Lee

    Chonnam National University, South Korea

    3 publications · 484 citations

    3

    h-index

  5. NK
    Nodens Koren

    Deakin University, Australia

    3 publications · 187 citations

    3

    h-index

1–5 of 246

Institutions

67

  1. Xidian University

    Xi'an, China

    4 h-index

    8 publications

    532 citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    3 publications

    187 citations

  3. Nanjing University of Aeronautics and Astronautics

    Nanjing, China

    3 h-index

    15 publications

    364 citations

  4. Tencent (China)

    Shenzhen, China

    3 h-index

    7 publications

    442 citations

  5. Peking University

    Beijing, China

    3 h-index

    4 publications

    237 citations

  6. The University of Melbourne

    Melbourne, Australia

    3 h-index

    5 publications

    379 citations

  7. Deakin University

    Burwood, Australia

    3 h-index

    3 publications

    187 citations

  8. Xi'an Jiaotong University

    Xi'an, China

    2 h-index

    2 publications

    73 citations

1–8 of 67

Venues

  1. arXiv (Cornell University)

    Repository · 18 publications · 1.2K citations

    14

    h-index

  2. Computers & Security

    2 publications · 60 citations

    2

    h-index

  3. Annual Computer Security Applications Conference

    Conference · 1 publications · 241 citations

    1

    h-index

  4. Applied Intelligence

    1 publications · 28 citations

    1

    h-index

  5. 1

    h-index

1–5