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Events

  • Jun
    5

    Jiahao Yu CS PhD Final Defense: Advancing Cybersecurity through Explainable AI

    Department of Computer Science (CS)

    9:00 AM

    EVENT DETAILS

    There is growing momentum—from industry, government, and academia—to use AI for automating cybersecurity tasks. Yet practitioners remain skeptical: while 87% of security leaders expect AI to enhance their roles, only 9% believe it will replace significant parts of them. This gap stems from two fundamental barriers: limited capability and lack of trust. In this talk, I present my research on addressing these barriers through explainable AI. I first introduce StateMask, a method that automatically identifies critical decision steps in AI agent trajectories, enabling security professionals to understand why an AI-generated patch succeeded or failed. A user study with 41 experienced developers shows that 89% find our explanations aligned with their reasoning. I then present GPO, which leverages these explanations to synthesize high-quality training data without expensive expert annotation, thereby improving model capability. GPO-trained open-source models achieve performance competitive with leading commercial models on vulnerability patching, and its extension, EntroPO, ranks 1st on SWE-Bench Lite among all open-weight models. I conclude by discussing future directions toward building AI systems that are robust to imperfect data, trusted by security professionals, and capable of tackling real-world cybersecurity challenges.

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    TIME Friday, June 5, 2026 at 9:00 AM - 11:00 AM

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    CONTACT Jensen Smith    jensen.smith@northwestern.edu EMAIL

    CALENDAR Department of Computer Science (CS)

  • Jun
    3

    Yian Su CS PhD Final Defense: Automating Parallel Execution Plan Selection and Tuning

    Department of Computer Science (CS)

    2:00 PM mudd 3501, Mudd Hall ( formerly Seeley G. Mudd Library)

    EVENT DETAILS

    TIME Wednesday, June 3, 2026 at 2:00 PM - 4:00 PM

    LOCATION mudd 3501, Mudd Hall ( formerly Seeley G. Mudd Library)    map it

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    CONTACT Jensen Smith    jensen.smith@northwestern.edu EMAIL

    CALENDAR Department of Computer Science (CS)

  • Jun
    12

    CSSI End of Year BBQ

    Department of Computer Science (CS)

    5:00 PM

    EVENT DETAILS

    TIME Friday, June 12, 2026 at 5:00 PM - 7:00 PM

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    CONTACT Computer Science Social Initiative    cssi@U.NORTHWESTERN.EDU EMAIL

    CALENDAR Department of Computer Science (CS)

  • Jun
    15

    Northwestern Engineering PhD Hooding and Master's Degree Recognition Ceremony

    McCormick School of Engineering and Applied Science

    9:00 AM

    EVENT DETAILS

    TIME Monday, June 15, 2026 at 9:00 AM - 11:00 AM

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    CONTACT Andi Joppie    andi.joppie@northwestern.edu EMAIL

    CALENDAR McCormick School of Engineering and Applied Science

  • Jun
    15

    Northwestern Engineering Undergraduate Convocation

    McCormick School of Engineering and Applied Science

    2:00 PM

    EVENT DETAILS

    TIME Monday, June 15, 2026 at 2:00 PM - 4:00 PM

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    CONTACT Andi Joppie    andi.joppie@northwestern.edu EMAIL

    CALENDAR McCormick School of Engineering and Applied Science