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Surya Nepal

20 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

AsiaCCS ×7S&P ×3WWW ×2AAAI ×1ACSAC ×1CCS ×1CVPR ×1EMNLP ×1ESORICS ×1ICLR ×1USENIX Security ×1

Frequent coauthors

Salil S. Kanhere
×5
Alsharif Abuadbba
×4
Yansong Gao
×4
Viet Vo
×3
Guangdong Bai
×3
Xingliang Yuan
×3
Hua Ma
×3
Zhi Zhang
×3
Minhui Xue
×3
Mengyao Ma
×2
Cécile Paris
×2
Van Nguyen
×2

Papers

  1. ClieND: Client-Side Neuron-Level Detection against Poisoning Attacks on Cross-Silo Federated Learning
    AsiaCCS 2026 ·
    Mengyao Ma
    ,
    Shuofeng Liu
    ,
    Viet Vo
    ,
    Minghong Fang
    , Surya Nepal,
    Guangdong Bai
  2. LLMs in the SOC: An Empirical Study of Human-AI Collaboration in Security Operations Centres
    S&P 2026 ·
    Ronal Singh
    ,
    Shahroz Tariq
    ,
    Fatemeh Jalalvand
    ,
    Mohan Baruwal Chhetri
    , Surya Nepal,
    Cécile Paris
    ,
    Martin Lochner
  3. SoK: Practical Aspects of Releasing Differentially Private Graphs
    AsiaCCS 2026 ·
    Nicholas D'Silva
    , Surya Nepal,
    Salil S. Kanhere
  4. AI2TALE: An Innovative Information Theory-based Approach for Learning to Localize Phishing Attacks
    ICLR 2025 ·
    Van Nguyen
    ,
    Tingmin Wu
    ,
    Xingliang Yuan
    ,
    Marthie Grobler
    , Surya Nepal,
    Carsten Rudolph
  5. Adversarial Attacks Against Automated Fact-Checking: A Survey
    EMNLP 2025 ·
    Fanzhen Liu
    ,
    Sharif Abuadbba
    ,
    Kristen Moore
    , Surya Nepal,
    Cécile Paris
    ,
    Jia Wu
    ,
    Jian Yang
    ,
    Quan Z. Sheng
  6. Comprehensive Evaluation of Cloaking Backdoor Attacks on Object Detector in Real-World
    AsiaCCS 2025 ·
    Hua Ma
    ,
    Alsharif Abuadbba
    ,
    Yansong Gao
    ,
    Hyoungshick Kim
    , Surya Nepal
  7. OblivCDN: A Practical Privacy-preserving CDN with Oblivious Content Access
    AsiaCCS 2025 ·
    Viet Vo
    ,
    Shangqi Lai
    ,
    Xingliang Yuan
    , Surya Nepal,
    Qi Li
  8. Practical Poisoning Attacks with Limited Byzantine Clients in Clustered Federated Learning
    S&P 2025 ·
    Viet Vo
    ,
    Mengyao Ma
    ,
    Guangdong Bai
    ,
    Ryan K. L. Ko
    , Surya Nepal
  9. SAFE: A Novel Approach For Software Vulnerability Detection from Enhancing The Capability of Large Language Models
    AsiaCCS 2025 ·
    Van Nguyen
    , Surya Nepal,
    Xingliang Yuan
    ,
    Tingmin Wu
    ,
    Carsten Rudolph
  10. Adversarially Guided Stateful Defense Against Backdoor Attacks in Federated Deep Learning
    ACSAC 2024 ·
    Hassan Ali
    , Surya Nepal,
    Salil S. Kanhere
    ,
    Sanjay K. Jha
  11. DeepTheft: Stealing DNN Model Architectures through Power Side Channel
    S&P 2024 ·
    Yansong Gao
    ,
    Huming Qiu
    ,
    Zhi Zhang
    ,
    Binghui Wang
    ,
    Hua Ma
    ,
    Alsharif Abuadbba
    ,
    Minhui Xue
    ,
    Anmin Fu
    , Surya Nepal
  12. Exploiting Layerwise Feature Representation Similarity For Backdoor Defence in Federated Learning
    ESORICS 2024 ·
    Kane Walter
    , Surya Nepal,
    Salil S. Kanhere
  13. Hyperlink Hijacking: Exploiting Erroneous URL Links to Phantom Domains
    WWW 2024 ·
    Kevin Saric
    ,
    Felix Savins
    ,
    Gowri Sankar Ramachandran
    ,
    Raja Jurdak
    , Surya Nepal
  14. Mitigating Distributed Backdoor Attack in Federated Learning Through Mode Connectivity
    AsiaCCS 2024 ·
    Kane Walter
    ,
    Meisam Mohammady
    , Surya Nepal,
    Salil S. Kanhere
  15. MultiFuzz: A Multi-Stream Fuzzer For Testing Monolithic Firmware
    USENIX Security 2024 ·
    Michael Chesser
    , Surya Nepal,
    Damith C. Ranasinghe
  16. Multiple Hypothesis Dropout: Estimating the Parameters of Multi-Modal Output Distributions
    AAAI 2024 ·
    David D. Nguyen
    ,
    David Liebowitz
    ,
    Salil S. Kanhere
    , Surya Nepal
  17. Privacy-Preserving and Fairness-Aware Federated Learning for Critical Infrastructure Protection and Resilience
    WWW 2024 ·
    Yanjun Zhang
    ,
    Ruoxi Sun
    ,
    Liyue Shen
    ,
    Guangdong Bai
    ,
    Minhui Xue
    ,
    Mark Huasong Meng
    ,
    Xue Li
    ,
    Ryan K. L. Ko
    , Surya Nepal
  18. Random Entangled Tokens for Adversarially Robust Vision Transformer
    CVPR 2024 ·
    Huihui Gong
    ,
    Minjing Dong
    ,
    Siqi Ma
    ,
    Seyit Camtepe
    , Surya Nepal,
    Chang Xu
  19. SoK: Rowhammer on Commodity Operating Systems
    AsiaCCS 2024 ·
    Zhi Zhang
    ,
    Decheng Chen
    ,
    Jiahao Qi
    ,
    Yueqiang Cheng
    ,
    Shijie Jiang
    ,
    Yiyang Lin
    ,
    Yansong Gao
    , Surya Nepal,
    Yi Zou
    ,
    Jiliang Zhang
    ,
    Yang Xiang
  20. Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense
    CCS 2024 ·
    Hua Ma
    ,
    Shang Wang
    ,
    Yansong Gao
    ,
    Zhi Zhang
    ,
    Huming Qiu
    ,
    Minhui Xue
    ,
    Alsharif Abuadbba
    ,
    Anmin Fu
    , Surya Nepal,
    Derek Abbott