Junrong Liu — accepted AI-conference papers

2026

GARNET: GoT-Based Alert Reduction and Narrative Event Tracing

Yiru Gong, Song Liu, Changzhi Zhao, Junrong Liu, Tian Tian, Xiaobo Yang +2

AAAI 2026technical

Alerts generated by Security Operations Centers (SOCs) are often numerous and scattered, requiring significant effort from security analysts to manage, which severely slows response times. While recent alert correlation graph methods can effectively reduce alert volume, these graphs are often too co

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2026

Sentient: Detecting APTs via Capturing Indirect Dependencies and Behavioral Logic

Wenhao Yan, Ning An, Wei Qiao, Weiheng Wu, Zhigang Lu, Bo Jiang +2

AAAI 2026technical

Advanced Persistent Threats (APTs) are difficult to detect due to their complexity and stealthiness. To mitigate such attacks, many approaches model entities and their relationship using provenance graphs to detect the stealthy and persistent characteristics of APTs. However, existing detection meth

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