Malicious Code Detection: Run Trace Output Analysis by LSTM. - Cengiz Acartürk; Melih Sirlanci; Pinar Gurkan Balikcioglu; Deniz Demirci; Nazenin Sahin; Ozge Acar Kucuk (IEEE Access, 2021)

Static Malware Detection Using Stacked BiLSTM and GPT-2. - Deniz Demirci; Nazenin Sahin; Melih Sirlanci; Cengiz Acartürk (IEEE Access, 2022)

Malicious code detection in android: the role of sequence characteristics and disassembling methods. - Pinar Gurkan Balikcioglu; Melih Sirlanci; Ozge Acar Kucuk; Bulut Ulukapi; Ramazan Türkmen; Cengiz Acartürk (Int. J. Inf. Sec., 2023)

When Compiler Optimizations Meet Symbolic Execution: An Empirical Study. - Yue Zhang 025; Melih Sirlanci; Ruoyu Wang 001; Zhiqiang Lin 001 (CCS, 2024)

C2RUST-BENCH: A Minimized, Representative Dataset for C-to-Rust Transpilation Evaluation. - Melih Sirlanci; Carter Yagemann; Zhiqiang Lin 001 (CoRR, 2025)