A summary of my academic endeavours.

Publications

Conference Proceedings

• Make out like a (Multi-Armed) Bandit: Improving the Odds of Fuzzer Seed Scheduling with T-Scheduler. Simon Luo, Adrian Herrera, Paul Quirk, Michael Chase, Damith C. Ranasinghe, and Salil S. Kanhere. Asia Computer and Communications Security (AsiaCCS), 2024.

• Evocatio: Conjuring Bug Capabilities from a Single PoC. Zhiyuan Jiang, Shuitao Gan, Adrian Herrera, Flavio Toffalini, Lucio Romerio, Chaojing Tang, Manuel Egele, Chao Zhang, and Mathias Payer. Computer and Communications Security (CCS), 2022.

• Seed Selection for Successful Fuzzing. Adrian Herrera, Hendra Gunadi, Shane Magrath, Michael Norrish, Mathias Payer, and Antony L. Hosking. International Symposium on Software Testing and Analysis (ISSTA), 2021.

• Magma: A Ground-Truth Fuzzing Benchmark. Ahmad Hazimeh, Adrian Herrera, and Mathias Payer. SIGMETRICS, 2021.

• JMD: A Hybrid Approach for Detecting Java Malware. Adrian Herrera and Ben Cheney. Australiasian Information Security Conference (AISC), 2015.

• A Key Distribution Protocol for Wireless Sensor Networks. Adrian Herrera and Wen Hu. Local Computer Networks (LCN), 2012.

Workshop Proceedings

• Registered Report: datAFLow - Towards a Data-Flow-Guided Fuzzer. Adrian Herrera, Mathias Payer, and Antony L. Hosking. International Fuzzing Workshop (FUZZING), 2022.

• Optimizing Away JavaScript Obfuscation. Adrian Herrera. Source Code Analysis and Manipulation (SCAM), 2020.

Journal Publications

• datAFLow: Toward a Data-Flow-Guided Fuzzer. Adrian Herrera, Mathias Payer, and Antony L. Hosking. Transactions on Software Engineering Methodologies (TOSEM), 2023.

• Discover deeper bugs with dynamic symbolic execution and coverage-based fuzz testing. Bin Zhang, Chao Feng, Adrian Herrera, Vitaly Chipounov, George Candea, and Chaojing Tang. IET Software, 2018.

Technical Reports

• How Secure is the Next-Generation Internet? An Examination of IPv6. Adrian Herrera. Defence Science and Technology Group (DSTG) Technical Report.

Service

• Artifact evaluation committee, Workshop on Offensive Technologies (WOOT), 2023, 2024.
• Technical reviewer, Fuzzing Against the Machine: Automated vulnerability research with emulated IoT devices on Qemu, 2022.
• Artifact evaluation committee, International Fuzzing Workshop (FUZZING), 2022.
• Organizing committee, CSIRO’s Data61 & DSTG Cyber Security Summer School (CSSS), 2022.
• Organizing committee, International Summer School on Information Security and Protection (ISSIP), 2018.