Papers by Chanwoo Bae
Threat Behavior Textual Search by Attention Graph Isomorphism (2024.eacl-long)
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| Challenge: | Existing methods to analyze malware behavior only disclose a subset of behaviors due to inherent difficulties. |
| Approach: | They propose a novel malware behavior search technique that is based on graph isomorphism at the attention layers of Transformer models. |
| Outcome: | The proposed technique outperforms state-of-the-art methods in a case study of 10 real-world malwares by 6-14%. |