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      "contentText": "A side effect of the above practical skills be a sound of the mathematical concepts that cryptography is built on This enable to better web applications and software that defend against cyberattacks",
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      "cluster": 1,
      "x": 133.621,
      "y": -137.82,
      "chunks": 1,
      "contentText": "hooking and other techniques used to subvert an operating system and gain control of a computer",
      "affinity": 0.669,
      "alternativeCluster": 4,
      "margin": 0.2974,
      "boundary": false
    },
    {
      "id": "CYBR-8456:SLO-3",
      "cluster": 1,
      "x": 104.134,
      "y": -63.371,
      "chunks": 1,
      "contentText": "the techniques attackers to obtain rights to execute code which would normally violate the permissions of the system",
      "affinity": 0.5693,
      "alternativeCluster": 6,
      "margin": 0.0865,
      "boundary": false
    },
    {
      "id": "CYBR-8456:SLO-4",
      "cluster": 12,
      "x": 85.193,
      "y": -39.765,
      "chunks": 1,
      "contentText": "classify and between detection avoidance techniques used by malware creators",
      "affinity": 0.532,
      "alternativeCluster": 10,
      "margin": 0.1472,
      "boundary": false
    },
    {
      "id": "CYBR-8456:SLO-5",
      "cluster": 0,
      "x": -156.208,
      "y": -138.828,
      "chunks": 1,
      "contentText": "ethical issues and their to responsibly the techniques in this class",
      "affinity": 0.4493,
      "alternativeCluster": 2,
      "margin": -0.0416,
      "boundary": true
    },
    {
      "id": "CYBR-8456:SLO-6",
      "cluster": 2,
      "x": -177.698,
      "y": -214.378,
      "chunks": 1,
      "contentText": "in to a research topic and present their findings in class",
      "affinity": 0.5805,
      "alternativeCluster": 14,
      "margin": 0.1835,
      "boundary": false
    },
    {
      "id": "CYBR-8456:SLO-7",
      "cluster": 2,
      "x": -194.384,
      "y": -246.478,
      "chunks": 1,
      "contentText": "also an assigned research topic have presentation requirements and in smaller or individually",
      "affinity": 0.6022,
      "alternativeCluster": 14,
      "margin": 0.1997,
      "boundary": false
    },
    {
      "id": "CYBR-8466:SLO-1",
      "cluster": 12,
      "x": 202.112,
      "y": -18.872,
      "chunks": 1,
      "contentText": "be to network protocol implementations and mitigate existing known flaws in the protocols",
      "affinity": 0.5881,
      "alternativeCluster": 6,
      "margin": 0.1679,
      "boundary": false
    },
    {
      "id": "CYBR-8466:SLO-2",
      "cluster": 12,
      "x": 180.066,
      "y": 19.522,
      "chunks": 1,
      "contentText": "be to web sites or web servers for known weaknesses exploit these weaknesses and defend against these weaknesses",
      "affinity": 0.6689,
      "alternativeCluster": 6,
      "margin": 0.1664,
      "boundary": false
    },
    {
      "id": "CYBR-8466:SLO-3",
      "cluster": 12,
      "x": 166.845,
      "y": -17.486,
      "chunks": 1,
      "contentText": "be to detect anomalous behavior in network devices and prevent attacker intrusions",
      "affinity": 0.8129,
      "alternativeCluster": 6,
      "margin": 0.3411,
      "boundary": false
    },
    {
      "id": "CYBR-8466:SLO-4",
      "cluster": 12,
      "x": 14.846,
      "y": 259.009,
      "chunks": 1,
      "contentText": "be to software which searches distributed logs for patterns indicative of intrusion attempts data mining",
      "affinity": 0.694,
      "alternativeCluster": 5,
      "margin": 0.2798,
      "boundary": false
    },
    {
      "id": "CYBR-8466:SLO-5",
      "cluster": 3,
      "x": 127.226,
      "y": 38.383,
      "chunks": 1,
      "contentText": "be to web services security modules and configuration choices and test programs to verify their functionality",
      "affinity": 0.7666,
      "alternativeCluster": 6,
      "margin": 0.2645,
      "boundary": false
    },
    {
      "id": "CYBR-8466:SLO-6",
      "cluster": 13,
      "x": 37.73,
      "y": 122.238,
      "chunks": 1,
      "contentText": "be to distribute data in the cloud so as to retain security and reliability requirements cloud computing",
      "affinity": 0.9644,
      "alternativeCluster": 6,
      "margin": 0.464,
      "boundary": false
    },
    {
      "id": "CYBR-8466:SLO-7",
      "cluster": 0,
      "x": -125.021,
      "y": -76.004,
      "chunks": 1,
      "contentText": "be to and discuss the ethical issues relative to the techniques in this class all Vulnerabilities security and its significance in the unwanted disclosure or modification of information and the social issues are typically discussed",
      "affinity": 0.5616,
      "alternativeCluster": 10,
      "margin": -0.0562,
      "boundary": true
    },
    {
      "id": "CYBR-8466:SLO-8",
      "cluster": 12,
      "x": 195.816,
      "y": -8.955,
      "chunks": 1,
      "contentText": "be to a set of peer reviewed articles and whitepapers relating to network vulnerabilities and exploits the credibility of the information in the articles",
      "affinity": 0.6384,
      "alternativeCluster": 6,
      "margin": 0.1451,
      "boundary": false
    },
    {
      "id": "CYBR-8470:SLO-1",
      "cluster": 6,
      "x": 42.091,
      "y": -8.368,
      "chunks": 1,
      "contentText": "security design principles to software development",
      "affinity": 0.7288,
      "alternativeCluster": 15,
      "margin": 0.1076,
      "boundary": false
    },
    {
      "id": "CYBR-8470:SLO-2",
      "cluster": 3,
      "x": 118.686,
      "y": 47.191,
      "chunks": 1,
      "contentText": "web application concepts",
      "affinity": 0.5706,
      "alternativeCluster": 0,
      "margin": 0.1774,
      "boundary": false
    },
    {
      "id": "CYBR-8470:SLO-3",
      "cluster": 0,
      "x": -205.4,
      "y": -64.824,
      "chunks": 1,
      "contentText": "requirements analysis project needs to determine and misuse case scenarios",
      "affinity": 0.6724,
      "alternativeCluster": 2,
      "margin": 0.1885,
      "boundary": false
    },
    {
      "id": "CYBR-8470:SLO-4",
      "cluster": 0,
      "x": 16.665,
      "y": -104.827,
      "chunks": 1,
      "contentText": "Design and communicate a software architecture diagram to needed cases and prevent misuse case scenarios",
      "affinity": 0.6139,
      "alternativeCluster": 1,
      "margin": 0.1234,
      "boundary": false
    },
    {
      "id": "CYBR-8470:SLO-5",
      "cluster": 3,
      "x": 118.618,
      "y": 52.987,
      "chunks": 1,
      "contentText": "Deploy configure and harden an HTTP server",
      "affinity": 0.5861,
      "alternativeCluster": 13,
      "margin": 0.3104,
      "boundary": false
    },
    {
      "id": "CYBR-8470:SLO-6",
      "cluster": 3,
      "x": 136.191,
      "y": 45.743,
      "chunks": 1,
      "contentText": "Select install and configure a web application framework",
      "affinity": 0.4742,
      "alternativeCluster": 4,
      "margin": 0.3006,
      "boundary": false
    },
    {
      "id": "CYBR-8470:SLO-7",
      "cluster": 3,
      "x": 96.207,
      "y": 59.066,
      "chunks": 1,
      "contentText": "Build a RESTful API and secure it against common forms of attack",
      "affinity": 0.645,
      "alternativeCluster": 6,
      "margin": 0.1834,
      "boundary": false
    },
    {
      "id": "CYBR-8470:SLO-8",
      "cluster": 3,
      "x": 105.69,
      "y": 54.685,
      "chunks": 1,
      "contentText": "secure and integrate a client-side web application with a RESTful API to realize project cases",
      "affinity": 0.7136,
      "alternativeCluster": 6,
      "margin": 0.3062,
      "boundary": false
    },
    {
      "id": "CYBR-8470:SLO-9",
      "cluster": 4,
      "x": 14.071,
      "y": -316.808,
      "chunks": 1,
      "contentText": "mastery over best practices for accepting parsing and storing user inputs",
      "affinity": 0.3618,
      "alternativeCluster": 9,
      "margin": 0.054,
      "boundary": false
    },
    {
      "id": "CYBR-8470:SLO-10",
      "cluster": 2,
      "x": -243.228,
      "y": -259.438,
      "chunks": 1,
      "contentText": "document their project artifacts and interactions",
      "affinity": 0.7155,
      "alternativeCluster": 0,
      "margin": 0.2316,
      "boundary": false
    },
    {
      "id": "CYBR-8470:SLO-11",
      "cluster": 2,
      "x": -268.026,
      "y": -275.643,
      "chunks": 1,
      "contentText": "Deliver and present a final project implementation at the end of the semester",
      "affinity": 0.5618,
      "alternativeCluster": 0,
      "margin": 0.2073,
      "boundary": false
    },
    {
      "id": "CYBR-8480:SLO-1",
      "cluster": 3,
      "x": 63.098,
      "y": 24.444,
      "chunks": 1,
      "contentText": "be to and secure an Android app from the ground up",
      "affinity": 0.4802,
      "alternativeCluster": 6,
      "margin": 0.09,
      "boundary": false
    },
    {
      "id": "CYBR-8480:SLO-2",
      "cluster": 3,
      "x": 64.484,
      "y": -28.307,
      "chunks": 1,
      "contentText": "be to and secure programming practices for Mobile and IoT device development",
      "affinity": 0.5551,
      "alternativeCluster": 6,
      "margin": 0.0809,
      "boundary": false
    },
    {
      "id": "CYBR-8480:SLO-3",
      "cluster": 4,
      "x": -129.096,
      "y": -294.594,
      "chunks": 1,
      "contentText": "be to and computational frameworks for solving non-trivial application problems",
      "affinity": 0.5612,
      "alternativeCluster": 14,
      "margin": 0.0372,
      "boundary": false
    },
    {
      "id": "CYBR-8480:SLO-4",
      "cluster": 6,
      "x": 20.242,
      "y": -2.746,
      "chunks": 1,
      "contentText": "be to security needs from an architectural point of view and assemble construct components that address these needs within the software development lifecycle",
      "affinity": 0.6779,
      "alternativeCluster": 0,
      "margin": 0.1078,
      "boundary": false
    },
    {
      "id": "CYBR-8480:SLO-5",
      "cluster": 0,
      "x": 25.152,
      "y": -38.951,
      "chunks": 1,
      "contentText": "in CYBR 8480 achieve the specific objectives below from the NSA DHS Secure Software Development focus area Some of these objectives may also serve other NSA DHS focus areas Core Units Group 1 Scripting or Introductory Programming review Security Design Principles IT Systems Components review Core Units Group 2 Programming This focus area requires the optional Units Algorithms review Data Structures review Formal Methods review Secure Programming Practices Software Assurance Software Security Analysis Vulnerability Analysis review Other Units covered beyond the Scope of Secure Software Development IA Architectures Penetration Testing review QA Functional Testing Security Risk Analysis review Systems Programming Virtualization Technologies review",
      "affinity": 0.5519,
      "alternativeCluster": 15,
      "margin": 0.0452,
      "boundary": false
    },
    {
      "id": "CYBR-8490:SLO-1",
      "cluster": 5,
      "x": -84.735,
      "y": 251.961,
      "chunks": 1,
      "contentText": "situations and scenarios where cyber investigations are required and how these investigations can help the cybersecurity and legal communities",
      "affinity": 0.7131,
      "alternativeCluster": 10,
      "margin": -0.0252,
      "boundary": true
    },
    {
      "id": "CYBR-8490:SLO-2",
      "cluster": 5,
      "x": -68.126,
      "y": 278.082,
      "chunks": 1,
      "contentText": "and digital forensics processes and techniques and when to these specific cyber investigations",
      "affinity": 0.8109,
      "alternativeCluster": 10,
      "margin": 0.281,
      "boundary": false
    },
    {
      "id": "CYBR-8490:SLO-3",
      "cluster": 5,
      "x": -33.6,
      "y": 251.189,
      "chunks": 1,
      "contentText": "the of techniques for collecting and preserving electronic data related to the investigation of cyber incidents",
      "affinity": 0.7405,
      "alternativeCluster": 10,
      "margin": 0.1804,
      "boundary": false
    },
    {
      "id": "CYBR-8490:SLO-4",
      "cluster": 0,
      "x": -46.866,
      "y": 224.312,
      "chunks": 1,
      "contentText": "the correct of industry-standard tools to acquire and electronic data",
      "affinity": 0.5858,
      "alternativeCluster": 5,
      "margin": 0.0769,
      "boundary": false
    },
    {
      "id": "CYBR-8490:SLO-5",
      "cluster": 5,
      "x": -28.431,
      "y": 266.511,
      "chunks": 1,
      "contentText": "electronic data from applications logs filesystem data and metadata operating system logs and memory contents in order to suspects root causes related to cyber investigations",
      "affinity": 0.7837,
      "alternativeCluster": 12,
      "margin": 0.2635,
      "boundary": false
    },
    {
      "id": "CYBR-8546:SLO-1",
      "cluster": 15,
      "x": -112.464,
      "y": 12.374,
      "chunks": 1,
      "contentText": "and the role of an information systems security professional",
      "affinity": 0.7606,
      "alternativeCluster": 10,
      "margin": 0.1263,
      "boundary": false
    },
    {
      "id": "CYBR-8546:SLO-2",
      "cluster": 11,
      "x": -243.071,
      "y": 97.774,
      "chunks": 1,
      "contentText": "a business risk analysis",
      "affinity": 0.8331,
      "alternativeCluster": 0,
      "margin": 0.2951,
      "boundary": false
    },
    {
      "id": "CYBR-8546:SLO-3",
      "cluster": 15,
      "x": -90.175,
      "y": 43.077,
      "chunks": 1,
      "contentText": "the value of security culture and steps an organization can take to such a culture",
      "affinity": 0.7006,
      "alternativeCluster": 10,
      "margin": 0.1459,
      "boundary": false
    },
    {
      "id": "CYBR-8546:SLO-4",
      "cluster": 6,
      "x": -11.823,
      "y": 59.556,
      "chunks": 1,
      "contentText": "the aspects of physical security",
      "affinity": 0.7126,
      "alternativeCluster": 15,
      "margin": 0.1332,
      "boundary": false
    },
    {
      "id": "CYBR-8546:SLO-5",
      "cluster": 6,
      "x": 85.622,
      "y": 142.814,
      "chunks": 1,
      "contentText": "a management plan for authentication and authorization",
      "affinity": 0.6582,
      "alternativeCluster": 15,
      "margin": 0.1684,
      "boundary": false
    },
    {
      "id": "CYBR-8546:SLO-6",
      "cluster": 15,
      "x": -44.403,
      "y": 34.086,
      "chunks": 1,
      "contentText": "in management-friendly terms why computer security is important",
      "affinity": 0.7114,
      "alternativeCluster": 6,
      "margin": 0.0512,
      "boundary": false
    },
    {
      "id": "CYBR-8900:SLO-1",
      "cluster": 2,
      "x": -283.048,
      "y": -251.727,
      "chunks": 1,
      "contentText": "Plan and an independent project",
      "affinity": 0.6059,
      "alternativeCluster": 0,
      "margin": 0.2678,
      "boundary": false
    },
    {
      "id": "CYBR-8900:SLO-2",
      "cluster": 2,
      "x": -272.603,
      "y": -257.453,
      "chunks": 1,
      "contentText": "project management techniques to scope and",
      "affinity": 0.6464,
      "alternativeCluster": 0,
      "margin": 0.2094,
      "boundary": false
    },
    {
      "id": "CYBR-8910:SLO-1",
      "cluster": 2,
      "x": -204.116,
      "y": -151.771,
      "chunks": 1,
      "contentText": "to the and skills they have obtained in a professional environment",
      "affinity": 0.5561,
      "alternativeCluster": 0,
      "margin": 0.1793,
      "boundary": false
    },
    {
      "id": "CYBR-8910:SLO-2",
      "cluster": 2,
      "x": -261.375,
      "y": -207.543,
      "chunks": 1,
      "contentText": "in a environment and collaborate with others to accomplish a common goal",
      "affinity": 0.6551,
      "alternativeCluster": 0,
      "margin": 0.2762,
      "boundary": false
    },
    {
      "id": "CYBR-8910:SLO-3",
      "cluster": 0,
      "x": -183.865,
      "y": -23.42,
      "chunks": 1,
      "contentText": "information technology innovation solutions to meet organizational needs",
      "affinity": 0.5071,
      "alternativeCluster": 15,
      "margin": 0.0912,
      "boundary": false
    },
    {
      "id": "CYBR-8910:SLO-4",
      "cluster": 0,
      "x": -162.833,
      "y": -70.15,
      "chunks": 1,
      "contentText": "and ethical principles in dealing with technology information and people and model accountability and integrity to colleagues and the profession",
      "affinity": 0.548,
      "alternativeCluster": 15,
      "margin": 0.0861,
      "boundary": false
    },
    {
      "id": "CYBR-8910:SLO-5",
      "cluster": 2,
      "x": -230.724,
      "y": -155.983,
      "chunks": 1,
      "contentText": "engage in continuous professional development",
      "affinity": 0.4748,
      "alternativeCluster": 0,
      "margin": 0.263,
      "boundary": false
    },
    {
      "id": "CYBR-8910:SLO-6",
      "cluster": 2,
      "x": -209.355,
      "y": -163.308,
      "chunks": 1,
      "contentText": "analytical critical and creative thinking skills",
      "affinity": 0.4619,
      "alternativeCluster": 14,
      "margin": 0.2319,
      "boundary": false
    },
    {
      "id": "CYBR-8910:SLO-7",
      "cluster": 2,
      "x": -224.82,
      "y": -149.013,
      "chunks": 1,
      "contentText": "communicate to IT and non-IT stakeholders listening oral written and visual communication skills",
      "affinity": 0.5629,
      "alternativeCluster": 0,
      "margin": 0.126,
      "boundary": false
    },
    {
      "id": "CYBR-8910:SLO-8",
      "cluster": 0,
      "x": -213.034,
      "y": -33.889,
      "chunks": 1,
      "contentText": "translate business needs and opportunities into effective requirements for system development",
      "affinity": 0.5825,
      "alternativeCluster": 2,
      "margin": 0.2034,
      "boundary": false
    },
    {
      "id": "CYBR-8910:SLO-9",
      "cluster": 0,
      "x": -235.136,
      "y": -15.042,
      "chunks": 1,
      "contentText": "translate technology capabilities and constraints into business opportunities and impacts",
      "affinity": 0.5268,
      "alternativeCluster": 2,
      "margin": 0.1144,
      "boundary": false
    },
    {
      "id": "CYBR-8986:SLO-1",
      "cluster": 7,
      "x": 207.854,
      "y": 297.218,
      "chunks": 1,
      "contentText": "Design and low-power encryption methodologies applicable to embedded systems",
      "affinity": 0.7414,
      "alternativeCluster": 6,
      "margin": 0.2761,
      "boundary": false
    },
    {
      "id": "CYBR-8986:SLO-2",
      "cluster": 12,
      "x": 28.054,
      "y": 246.464,
      "chunks": 1,
      "contentText": "web server logs and software that searches distributed logs for patterns indicative of intrusion attempts",
      "affinity": 0.7404,
      "alternativeCluster": 5,
      "margin": 0.3286,
      "boundary": false
    },
    {
      "id": "CYBR-8986:SLO-3",
      "cluster": 3,
      "x": 139.034,
      "y": 57.053,
      "chunks": 1,
      "contentText": "web services security modules available in Java and test programs to verify their functionality",
      "affinity": 0.7471,
      "alternativeCluster": 6,
      "margin": 0.2687,
      "boundary": false
    },
    {
      "id": "CYBR-8986:SLO-4",
      "cluster": 0,
      "x": -152.722,
      "y": 158.233,
      "chunks": 1,
      "contentText": "Defend the audit of a system according to an industry-standard to interested parties",
      "affinity": 0.6149,
      "alternativeCluster": 15,
      "margin": 0.149,
      "boundary": false
    },
    {
      "id": "CYBR-8986:SLO-5",
      "cluster": 13,
      "x": 23.078,
      "y": 138.318,
      "chunks": 1,
      "contentText": "Report on how to distribute data in the cloud so as to retain security and reliability requirements",
      "affinity": 0.9641,
      "alternativeCluster": 6,
      "margin": 0.5065,
      "boundary": false
    },
    {
      "id": "CYBR-8986:SLO-6",
      "cluster": 10,
      "x": -96.736,
      "y": -106.526,
      "chunks": 1,
      "contentText": "Point out the ethical issues relative to cybersecurity policies controls and tools",
      "affinity": 0.8004,
      "alternativeCluster": 15,
      "margin": 0.2196,
      "boundary": false
    },
    {
      "id": "CYBR-8990:SLO-1",
      "cluster": 0,
      "x": -189.17,
      "y": -218.7,
      "chunks": 1,
      "contentText": "The research objectives for each offering of CYBR 8990 be different but be specified in the proposal for the specific topic The performance objective is the successful of a body of reported on in a masters thesis format and openly explained and defended",
      "affinity": 0.4082,
      "alternativeCluster": 2,
      "margin": -0.0034,
      "boundary": true
    },
    {
      "id": "CYBR-9460:SLO-1",
      "cluster": 1,
      "x": 114.602,
      "y": -172.316,
      "chunks": 1,
      "contentText": "Programmable Logic 1 and be to write hardware elements a hardware description language 2 be to simulate their HDL Field Programmable Gate Array FPGA software simulators 3 how the development process results in a custom embedded circuit 4 possible mitigations against side channel and other attacks",
      "affinity": 0.6537,
      "alternativeCluster": 4,
      "margin": 0.1337,
      "boundary": false
    },
    {
      "id": "CYBR-9460:SLO-2",
      "cluster": 1,
      "x": 151.308,
      "y": -167.754,
      "chunks": 1,
      "contentText": "Microcontrollers 1 insight into special Instruction Set Architectures I O devices timers interrupt controllers PWMs and other typical embedded peripherals 2 and the of programming environments for microcontrollers add-ons such as real-time operating systems or protocol stacks",
      "affinity": 0.6816,
      "alternativeCluster": 4,
      "margin": 0.2365,
      "boundary": false
    },
    {
      "id": "CYBR-9460:SLO-3",
      "cluster": 1,
      "x": 150.138,
      "y": -140.83,
      "chunks": 1,
      "contentText": "Embedded Systems General 1 an of common operating systems and programing environments in the embedded world 2 cybersecurity issues particular to embedded systems for example PCI compliance for point-of-sale devices or privacy concerns for embedded devices used in medical environments 3 The class research specific areas in embedded systems such as voting systems vending closed debit systems location services navigation etc",
      "affinity": 0.7024,
      "alternativeCluster": 10,
      "margin": 0.2246,
      "boundary": false
    },
    {
      "id": "CYBR-9460:SLO-4",
      "cluster": 1,
      "x": 157.814,
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  ]
}
