01730nas a2200133   4500008004100000245008700041210006900128260001200197520121200209100001901421700001901440700001501459856012201474       2017                        eng d00aInsider Threat Detection Based on Users’ Mouse Movements and Keystrokes Behavior0 aInsider Threat Detection Based on Users Mouse Movements and Keys  c10/20173 a<p>Insider threat is considered as one of the most&nbsp; serious threats in cybersecurity and has been a prime security&nbsp; concern for government and industry. Traditional approaches&nbsp; can’t provide efficient solutions, and the threat keeps raising.&nbsp; In this paper, we propose a new approach to insider threat&nbsp; detection and prediction based on the user’s mouse movements&nbsp; and keystrokes behavior. We conduct human subject experiments&nbsp; with 30 participants and capture their mouse movements and&nbsp; keystroke dynamics as they perform several computer-based&nbsp; activities in both benign and malicious scenarios. We extract&nbsp; features and evaluate our approach using several classifiers and&nbsp; statistical analysis measures. The results show that participants&nbsp; performing malicious tasks showed faster speed and longer mouse&nbsp; movements, and long left click and keystroke duration than the&nbsp; benign tasks. Our results suggest that users’ mouse movements&nbsp; and keystrokes behavior can reveal valuable knowledge about&nbsp; their malicious behavior and can be used as indicators in the&nbsp; insider threat monitoring and detection frameworks.</p>
1 aHashem, Yassir1 aTakabi, Hassan1 aDantu, Ram  uhttps://nsl.cse.unt.edu/content/insider-threat-detection-based-users%E2%80%99-mouse-movements-and-keystrokes-behavior00595nas a2200157   4500008004100000245010300041210006900144260000700213300001000220490000600230100001900236700001900255700002500274700001500299856012300314       2016                        eng d00aInside the Mind of the Insider: Towards Insider Threat Detection Using Psychophysiological Signals0 aInside the Mind of the Insider Towards Insider Threat Detection   c02  a20-360 v61 aHashem, Yassir1 aTakabi, Hassan1 aGhasemiGol, Mohammad1 aDantu, Ram  uhttps://nsl.cse.unt.edu/content/inside-mind-insider-towards-insider-threat-detection-using-psychophysiological-signals