The FireEye Data Science Intern will lead research and development into methods for hardening next-gen AV systems against adversarial evasion attacks. Specifically, the intern will combine state-of-the-art methods from transfer learning, adversarial example generation, and data poisoning attacks to develop a new method to collaboratively 'immunize' next-gen AV systems against adversarial attacks. As part of this role, the intern will be expected to read, understand, and apply techniques from recent research papers and develop a system for training malware classifier against adversarial attacks.
The intern will be expected to:
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