2 papers
cs.LG2026
Poisoning the corpora of protein design systems during pre-training and retrieval
Charalampos Koilakos, Kimon-Antonios Provatas, Michail Patsakis +3
Protein foundation models increasingly support the generation of novel biological sequences, yet their reliance on large public datasets creates opportunities for adversarial manip…
cs.AI2026
Artificial intelligence and biosecurity: capabilities, threat pathways, and defense-in-depth governance
Candace S. Y. Chan, Aris Karatzikos, Ilias Georgakopoulos-Soares
Artificial intelligence is reshaping biological research across an increasingly connected digital-to-physical workflow. General-purpose large language models can retrieve and integ…