Publications

Saastha Vasan, Yuzhou Nie, Kaie Chen, Yigitcan Kaya, Hojjat Aghakhani, Roman Vasilenko, Wenbo Guo, Christopher Kruegel, Giovanni Vigna (2025). MalwarePT: A Binary-Level Foundation Model for Malware Analysis. Under Review.

Saastha Vasan, Christopher Kruegel, Giovanni Vigna (2025). SoK: Challenges and Opportunities for AI in Converting Attack Evidence to Shareable Intelligence. Under Review.

Saastha Vasan, Hojjat Aghakhani, Stefano Ortolani, Roman Vasilenko, Ilya Grishchenko, Christopher Kruegel, Giovanni Vigna (2024). DeepCapa: Identifying Malicious Capabilities in Windows Malware. In ACSAC 2024.

Xuandong Zhao, Kexun Zhang, Zihao Su, Saastha Vasan, Ilya Grishchenko, Christopher Kruegel, Giovanni Vigna, Yu-Xiang Wang, Lei Li (2024). Invisible Image Watermarks Are Provably Removable Using Generative AI. In NeurIPS 2024.

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Priyanka Bose, Dipanjan Das, Saastha Vasan, Sebastiano Mariani, Ilya Grishchenko, Andrea Continella, Antonio Bianchi, Christopher Kruegel, Giovanni Vigna (2023). Columbus: Android App Testing Through Systematic Callback Exploration. In ICSE 2023.

Vignesh Rao, Tarunkant Gupta, Saastha Vasan, LR Deepthi (2020). PHPIL: Fuzzing the PHP Interpreter with Custom Bytecode. In ICCCNT.