Are Self-Driving Cars Secure? Evasion Attacks Against Deep Neural Networks for Steering Angle Prediction. - Alesia Chernikova; Alina Oprea; Cristina Nita-Rotaru; BaekGyu Kim (IEEE Symposium on Security and Privacy Workshops, 2019)

Adversarial Examples for Deep Learning Cyber Security Analytics. - Alesia Chernikova; Alina Oprea (CoRR, 2019)

Cyber Network Resilience Against Self-Propagating Malware Attacks. - Alesia Chernikova; Nicolò Gozzi; Simona Boboila; Priyanka Angadi; John Loughner; Matthew Wilden; Nicola Perra; Tina Eliassi-Rad; Alina Oprea (ESORICS (1), 2022)

FENCE: Feasible Evasion Attacks on Neural Networks in Constrained Environments. - Alesia Chernikova; Alina Oprea (ACM Trans. Priv. Secur., 2022)

Modeling self-propagating malware with epidemiological models. - Alesia Chernikova; Nicolò Gozzi; Nicola Perra; Simona Boboila; Tina Eliassi-Rad; Alina Oprea (Appl. Netw. Sci., 2023)