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{
    "pk": 26298,
    "title": "Know Your Adversary: Insights for a Better Adversarial Behavioral Model",
    "subtitle": null,
    "abstract": "Given the global challenges of security, both in physical and\ncyber worlds, security agencies must optimize the use of their\nlimited resources. To that end, many security agencies have\nbegun to use \"security game\" algorithms, which optimally plan\ndefender allocations, using models of adversary behavior that\nhave originated in behavioral game theory. To advance our\nunderstanding of adversary behavior, this paper presents\nresults from a study involving an opportunistic crime security\ngame (OSG), where human participants play as opportunistic\nadversaries against an algorithm that optimizes defender\nallocations. In contrast with previous work which often\nassumes homogeneous adversarial behavior, our work\ndemonstrates that participants are naturally grouped into\nmultiple distinct categories that share similar behaviors. We\ncapture the observed adversarial behaviors in a set of diverse\nmodels from different research traditions, behavioral game\ntheory, and Cognitive Science, illustrating the need for\nheterogeneity in adversarial models.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [
        {
            "word": "Human Behavioral Modeling"
        },
        {
            "word": "Opportunistic\nSecurity Game"
        },
        {
            "word": "Cognitive Models"
        },
        {
            "word": "Heterogonous Adversaries"
        }
    ],
    "section": "Papers",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/9m64v190",
    "frozenauthors": [
        {
            "first_name": "Yasaman",
            "middle_name": "D.",
            "last_name": "Abbasi",
            "name_suffix": "",
            "institution": "University of Southern California",
            "department": ""
        },
        {
            "first_name": "Noam",
            "middle_name": "",
            "last_name": "Ben-Asher",
            "name_suffix": "",
            "institution": "US Army Research Labs & IBM T.J.Watson Research Center",
            "department": ""
        },
        {
            "first_name": "Cleotilde",
            "middle_name": "",
            "last_name": "Gonzalez",
            "name_suffix": "",
            "institution": "Carnegie Melon University",
            "department": ""
        },
        {
            "first_name": "Debarun",
            "middle_name": "",
            "last_name": "Kar",
            "name_suffix": "",
            "institution": "University of Southern California",
            "department": ""
        },
        {
            "first_name": "Don",
            "middle_name": "",
            "last_name": "Morrison",
            "name_suffix": "",
            "institution": "Carnegie Melon University",
            "department": ""
        },
        {
            "first_name": "Nicole",
            "middle_name": "",
            "last_name": "Sintov",
            "name_suffix": "",
            "institution": "University of Southern California",
            "department": ""
        },
        {
            "first_name": "Milind",
            "middle_name": "",
            "last_name": "Tambe",
            "name_suffix": "",
            "institution": "University of Southern California",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "2016-01-01T18:00:00Z",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/26298/galley/15934/download/"
        }
    ]
}