Lattice AI Research

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Data Curation & Synthetic Data (1)Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)

Frequent co-authors

Vinod P (2)Serena Nicolazzo (2)Antonino Nocera (2)S. Jithin (1)

Papers (2)

Jun 29, 2026

S. Jithin +122w ago·also University of Pavia

A Multi-task Mixture of Experts Framework for Malware Classification, Packing Detection, and Family Attribution

Expert specialization in malware detection leads to a remarkable 97.44% accuracy, even against adversarial mutations.

S. Jithin, Jithin S., Roshin Sleeba C. +10

Architecture Design (Transformers, SSMs, MoE)Data Curation & Synthetic Data

Apr 22, 2026

Cochin University of Science and TechnologyApr 22, 2026·also University of Pavia

Towards Certified Malware Detection: Provable Guarantees Against Evasion Attacks

Certifiable defenses against malware evasion are now possible without modifying the underlying ML architecture, offering a practical path to robust security.

Nandakrishna Giri, Asmitha K. A., Serena Nicolazzo +2

Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness

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Asmitha K. A.

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)