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UID:20250823T085226EDT-6153KphxVU@132.216.98.100
DTSTAMP:20250823T125226Z
DESCRIPTION:This talk is free and open to all\n\nAbstract:\n\nRecent years 
 have witnessed a wide industrial adoption of Artificial Intelligence (AI) 
 data-driven solutions for cybersecurity challenges\, covering both safety-
 critical and consumer-grade assets from energy plants\, cyber-physical sys
 tems\, endpoint hardware\, Internet-of-Thing device networks\, and cloud c
 omputing infrastructures. These AI data-driven solutions are effective due
  to the continuously widening attack vectors and the exponentially growing
  amount of security-related data that has grown beyond the cybercrime inve
 stigators' capability to analyze and validate. However\, these data-driven
  solutions are typically black-box methods with a single output that provi
 des little to zero actionable information except the logged alert. This is
 sue limits the cybersecurity practitioner's ability to understand\, analyz
 e\, trace down\, and correlate cyber-attacks to provide better security pr
 otection over the assets against the constantly evolving adversaries.\n	\n	I
 n this talk\, I will present our recent research progress on how we enable
  AI solution interoperability for cybersecurity practitioners and avoid po
 tential biases collected from the data and the learning process in cyberse
 curity challenges such as vulnerability detection\, malware authorship for
 ensics\, intrusion detection\, and crisis incident response. The objective
  is to develop data-driven solutions that provide interpretable connection
 s between input indicators and model output to enable informed user judgem
 ents and further action planning. Future research direction will also be h
 ighlighted in this talk.\n\n \n
DTSTART:20220919T133000Z
DTEND:20220919T150000Z
LOCATION:Rm. 106\, Peel 3661\, CA\, QC\, Montreal\, H3A 1X1\, 3661 rue Peel
SUMMARY:Job Talk: Human Information Interaction (HII) in Cyber Threat Intel
 ligence (CTI): How We Enable AI Interoperability for Cybersecurity Practit
 ioners
URL:/sis/channels/event/job-talk-human-information-int
 eraction-hii-cyber-threat-intelligence-cti-how-we-enable-ai-341981
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