Yigitcan Kaya (@yigitcankaya1) 's Twitter Profile
Yigitcan Kaya

@yigitcankaya1

Intelligence Community (IC) Postdoc Fellow @ucsantabarbara SecLab, Team @shellphish, working at the intersection of security and ML.

ID: 819583974175608834

linkhttps://yigitcankaya.github.io/ calendar_today12-01-2017 16:37:01

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Yigitcan Kaya (@yigitcankaya1) 's Twitter Profile Photo
Yigitcan Kaya
@yigitcankaya1

5 months ago

(3/5):🔬Why does this happen? Sandbox traces lack real-world variability—models learn spurious features that don’t generalize. Endpoint detectors only see the hard-to-classify samples—those that can bypass static defenses. Result? Endpoint malware detection is an open problem.