Probing Adversarial Robustness of Protein Language Models: A Reproducible Case Study of ESM-2 Under Substitution-Based Attacks
| dc.contributor.author | Aydin, Zafer | |
| dc.contributor.author | Niloy, Md. Robiul Islam | |
| dc.contributor.author | Moazzam, Md. Golam | |
| dc.date.accessioned | 2026-07-20T14:06:26Z | |
| dc.date.available | 2026-07-20T14:06:26Z | |
| dc.date.issued | 2026 | |
| dc.identifier.doi | 10.53799/gteskx50 | |
| dc.identifier.issn | 1608-3679 | |
| dc.identifier.issn | 2520-4890 | |
| dc.identifier.scopus | 2-s2.0-105042486418 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12573/6037 | |
| dc.identifier.uri | https://doi.org/10.53799/gteskx50 | |
| dc.language.iso | en | |
| dc.publisher | AIUB Office of Research and Publication | |
| dc.relation.ispartof | AIUB Journal of Science and Engineering | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.subject | Deep Learning | |
| dc.subject | ESM-2 | |
| dc.subject | Bayesian Uncertainty | |
| dc.subject | Biosecurity | |
| dc.subject | Pseudo-perplexity | |
| dc.subject | Protein Language Models (PLMs) | |
| dc.subject | Machine Learning Security | |
| dc.subject | Adversarial Robustness | |
| dc.subject | Substitution-Based Attacks | |
| dc.subject | Knowledge Distillation | |
| dc.subject | Dual-Use Research | |
| dc.subject | AI Governance | |
| dc.title | Probing Adversarial Robustness of Protein Language Models: A Reproducible Case Study of ESM-2 Under Substitution-Based Attacks | en_US |
| dc.type | Article | |
| dspace.entity.type | Publication | |
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| gdc.coar.access | open access | |
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| gdc.date.full | 2026-05-31 | |
| gdc.description.department | Abdullah Gül University | |
| gdc.description.departmenttemp | [Niloy M.R.I.] Department of CSE, BRAC University, Dhaka, Bangladesh; [Aydin Z.] Department of CE, Abdullah Gul University, Kayseri, Turkey; [Moazzam M.G.] Department of CSE, Jahangirnagar University, Dhaka, Bangladesh | |
| gdc.description.endpage | 149 | |
| gdc.description.issue | 2 | |
| gdc.description.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | |
| gdc.description.scopusquality | Q2 | |
| gdc.description.startpage | 141 | |
| gdc.description.volume | 24 | |
| gdc.identifier.openalex | W7162877092 | |
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