Surya Nepal

Full Professor, CSIRO

Joined

July 2019

Names

Surya Nepal

Emails

****@data61.csiro.au (Confirmed)

Personal Links

Career & Education History

Full Professor

CSIRO (data61.csiro.au)

2000 – Present

Advisors, Relations & Conflicts

Coworker

Alsharif Abuadbha

2018 – Present

Postdoc Advisor

2018 – Present

Coworker

2018 – Present

Coauthor

Siqi Ma

2017 – Present

PhD Advisor

Shabnam Kasra

2017 – Present

Coworker

2017 – Present

Postdoc Advisor

Yifeng Zhang

2019 – 2020

Postdoc Advisor

Tarique Anwar

2018 – 2020

Expertise

Ai for Cybersecuriy

2018 – Present

Security of AI

2018 – Present

Publications

Retrace: Reinforcement learning-guided reconstruction attacks on machine unlearning
Mengyao Ma, Shuofeng Liu, Jason Xue, Surya Nepal, Guangdong Bai
- The Fourteenth International Conference on Learning Representations
- Readers: Everyone
Towards Human-AI Teaming to Mitigate Alert Fatigue in Security Operations Centres
Mohan Baruwal Chhetri, Shahroz Tariq, Ronal Singh, Fatemeh Jalalvand, Cecile Paris, Surya Nepal
- ACM Transactions on Internet Technology
- Readers: Everyone
LLMs in the SOC: An Empirical Study of Human-AI Collaboration in Security Operations Centres
Ronal Singh, Shahroz Tariq, Fatemeh Jalalvand, Mohan Baruwal Chhetri, Surya Nepal, Cecile Paris, Martin Lochner
- 2026 IEEE Symposium on Security and Privacy (SP)
- Readers: Everyone
ReTrace: Reinforcement Learning-Guided Reconstruction Attacks on Machine Unlearning
Mengyao Ma, Shuofeng Liu, Jason Xue, Surya Nepal, Guangdong Bai
- ICLR 2026 Poster
- Readers: Everyone
MulVuln: Enhancing Pre-trained LLMs with Shared and Language-Specific Knowledge for Multilingual Vulnerability Detection
Van Nguyen, Surya Nepal, Xingliang YUAN, Tingmin Wu, Fengchao Chen, Carsten Rudolph
- Submitted to ICLR 2026
- Readers: Everyone
AI2TALE: An Innovative Information Theory-based Approach for Learning to Localize Phishing Attacks
Van Nguyen, Tingmin Wu, Xingliang YUAN, Marthie Grobler, Surya Nepal, Carsten Rudolph
- ICLR 2025 Poster
- Readers: Everyone
Private Image Generation with Dual-Purpose Auxiliary Classifier
Chen Chen, Daochang Liu, Siqi Ma, Surya Nepal, Chang Xu
- 29 Oct 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Privacy-Preserving and Fairness-Aware Federated Learning for Critical Infrastructure Protection and Resilience
Yanjun Zhang, Ruoxi Sun, Liyue Shen, Guangdong Bai, Jason Xue, Mark Huasong Meng, Xue Li, Ryan Ko, Surya Nepal
- TheWebConf24
- Readers: Everyone
Hyperlink Hijacking: Exploiting Erroneous URL Links to Phantom Domains
Kevin Saric, Felix Savins, Gowri Sankar Ramachandran, Raja Jurdak, Surya Nepal
- TheWebConf24 Oral
- Readers: Everyone
KASR: A Reliable and Practical Approach to Attack Surface Reduction of Commodity OS Kernels
Zhi Zhang, Yueqiang Cheng, Surya Nepal, Dongxi Liu, Qingni Shen, Fethi Rabhi
- 04 Oct 2023
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 18 publications

Co-Authors

View all 64 co-authors