2 papers
q-bio.GN2026
Poisoning the Genome: Targeted Backdoor Attacks on DNA Foundation Models
Charalampos Koilakos, Ioannis Mouratidis, Ilias Georgakopoulos-Soares
Foundation models trained on DNA sequences have achieved strong performance across biological tasks including variant effect prediction and genome design. These models rely on mass…
q-bio.OT2026
BioVeil MATRIX: Uncovering and categorizing vulnerabilities of agentic biological AI scientists
Kimon Antonios Provatas, Avery Self, Ioannis Mouratidis +1
Agentic AI scientists equipped with domain-specific tools are rapidly entering scientific workflows across disciplines, with especially strong uptake in the life sciences where the…