# COMPSCI/ECE 782: Advanced Computer Security and Privacy | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/COMPSCI_ECE_782)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

2026-09-07T15:55:43.033547+00:00

### built at

2026-09-10T19:50:42.743001+00:00

### courses

8951

### current instructors

5754

### limited

false

### terms

* 1272
* 1264
* 1262
* 1254
* 1252
* 1244
* 1242
* 1234
* 1232
* 1224
* 1222
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* 1204
* 1202
* 1194
* 1192
* 1184
* 1182
* 1174
* 1172
* 1164
* 1162
* 1154
* 1152
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* 1124
* 1122
* 1114
* 1112
* 1104
* 1102
* 1094
* 1092
* 1084
* 1082
* 1074
* 1072

### term

1272

### departments

| subject   | count |
| --------- | ----- |
| AAE       | 90    |
| ABT       | 20    |
| ACCTIS    | 36    |
| ACTSCI    | 14    |
| AFAERO    | 10    |
| AFRICAN   | 87    |
| AFROAMER  | 71    |
| AGROECOL  | 21    |
| AMERIND   | 53    |
| ANAT\&PHY | 7     |
| ANATOMY   | 2     |
| ANESTHES  | 8     |
| ANSCI     | 57    |
| ANTHRO    | 95    |
| ART       | 125   |
| ARTED     | 10    |
| ARTHIST   | 121   |
| ASIALANG  | 129   |
| ASIAN     | 109   |
| ASIANAM   | 28    |
| ASTRON    | 38    |
| ATMOCN    | 69    |
| BIOCHEM   | 51    |
| BIOCORE   | 10    |
| BIOLOGY   | 14    |
| BIOMDSCI  | 18    |
| BME       | 66    |
| BMI       | 41    |
| BMOLCHEM  | 10    |
| BOTANY    | 69    |
| BSE       | 44    |
| C\&ESOC   | 73    |
| CBE       | 48    |
| CHEM      | 101   |
| CHICLA    | 52    |
| CIVENGR   | 133   |
| CLASSICS  | 47    |
| CNP       | 10    |
| CNSRSCI   | 50    |
| COMARTS   | 137   |
| COMPBIO   | 15    |
| COMPLIT   | 11    |
| COMPSCI   | 138   |
| COUNPSY   | 78    |
| CRB       | 19    |
| CS\&D     | 71    |
| CSCS      | 40    |
| CURRIC    | 193   |
| DANCE     | 93    |
| DERM      | 8     |
| DS        | 88    |
| DYSCI     | 35    |
| ECE       | 155   |
| ECON      | 145   |
| EDPOL     | 114   |
| EDPSYCH   | 97    |
| ELPA      | 70    |
| EMA       | 53    |
| EMERMED   | 17    |
| ENGL      | 206   |
| ENTOM     | 40    |
| ENVIRST   | 148   |
| EP        | 15    |
| EPD       | 67    |
| ESL       | 16    |
| F\&WECOL  | 60    |
| FAMMED    | 22    |
| FINANCE   | 50    |
| FOLKLORE  | 40    |
| FOODSCI   | 43    |
| FRENCH    | 63    |
| GEN\&WS   | 145   |
| GENBUS    | 72    |
| GENECSLR  | 17    |
| GENETICS  | 60    |
| GEOG      | 113   |
| GEOSCI    | 83    |
| GERMAN    | 82    |
| GLE       | 48    |
| GNS       | 38    |
| GREEK     | 27    |
| HDFS      | 41    |
| HEBR-BIB  | 13    |
| HEBR-MOD  | 10    |
| HISTORY   | 233   |
| HISTSCI   | 56    |
| HONCOL    | 13    |
| ILS       | 43    |
| INFOSYS   | 9     |
| INTEGART  | 7     |
| INTEGSCI  | 22    |
| INTER-AG  | 18    |
| INTER-HE  | 11    |
| INTER-LS  | 22    |
| INTEREGR  | 16    |
| INTLBUS   | 21    |
| INTLST    | 50    |
| ISYE      | 83    |
| ITALIAN   | 53    |
| JEWISH    | 56    |
| JOURN     | 88    |
| KINES     | 128   |
| LACIS     | 26    |
| LANDARC   | 61    |
| LATIN     | 24    |
| LAW       | 120   |
| LEGALST   | 48    |
| LINGUIS   | 35    |
| LIS       | 89    |
| LITTRANS  | 78    |
| LSC       | 52    |
| M\&ENVTOX | 7     |
| MARKETNG  | 62    |
| MATH      | 153   |
| MDGENET   | 8     |
| ME        | 130   |
| MEDHIST   | 43    |
| MEDICINE  | 60    |
| MEDIEVAL  | 32    |
| MEDPHYS   | 39    |
| MEDSC-M   | 29    |
| MEDSC-V   | 41    |
| MHR       | 68    |
| MICROBIO  | 45    |
| MILSCI    | 16    |
| MM\&I     | 22    |
| MOLBIOL   | 6     |
| MS\&E     | 59    |
| MUSIC     | 165   |
| MUSPERF   | 126   |
| NAVSCI    | 20    |
| NE        | 44    |
| NEURODPT  | 11    |
| NEUROL    | 7     |
| NEURSURG  | 4     |
| NTP       | 11    |
| NURSING   | 111   |
| NUTRSCI   | 65    |
| OBS\&GYN  | 18    |
| OCCTHER   | 39    |
| ONCOLOGY  | 14    |
| OPHTHALM  | 5     |
| OTM       | 43    |
| PATH      | 34    |
| PATH-BIO  | 29    |
| PEDIAT    | 26    |
| PHARMACY  | 31    |
| PHILOS    | 77    |
| PHMCOL-M  | 11    |
| PHMPRAC   | 45    |
| PHMSCI    | 60    |
| PHYASST   | 37    |
| PHYSICS   | 88    |
| PHYSIOL   | 3     |
| PHYTHER   | 37    |
| PLANTSCI  | 52    |
| PLPATH    | 35    |
| POLISCI   | 192   |
| POPHLTH   | 58    |
| PORTUG    | 33    |
| PSYCH     | 101   |
| PSYCHIAT  | 22    |
| PUBAFFR   | 54    |
| PUBLHLTH  | 23    |
| RADIOL    | 11    |
| REALEST   | 41    |
| RELIGST   | 90    |
| RHABMED   | 9     |
| RMI       | 24    |
| RP\&SE    | 102   |
| S\&APHM   | 17    |
| SCANDST   | 73    |
| SLAVIC    | 89    |
| SOC       | 149   |
| SOCWORK   | 87    |
| SOILSCI   | 46    |
| SPANISH   | 83    |
| SRMED     | 21    |
| STAT      | 94    |
| STDYABRD  | 52    |
| STS       | 8     |
| SURGERY   | 25    |
| SURGSCI   | 33    |
| THEATRE   | 91    |
| URBRPL    | 60    |
| UROLOGY   | 5     |
| ZOOLOGY   | 89    |

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

2026-09-07 15:55:43.033547+00:00

### record version id

caf74dff0ad8eb735c0c257b553e9ef6e44f24366ca05f23e38d4f11862829ed

### course id

COMPSCI/ECE 782

### course uid

course\_275756988e45ca5caee63af6

### catalog version id

176be6f7d6394e654bb20f5bac66527484579bb46e9e5a227bfc544b2ff3de6c

### course number

782

### subjects

* COMPSCI
* ECE

### title

ADVANCED COMPUTER SECURITY AND PRIVACY

### description

Security and privacy issues in software, networks, and hardware systems. Security vulnerabilities, privacy threats, threats modeling, and mitigation strategies. Privacy issues related to user interaction with devices, online systems, and networks. In addition, a selection of more advanced topics will be covered. Possible examples include applied cryptography in the context of systems, security and privacy policies, user authentication, and cyber-physical systems. Builds on prior experiences with one or more of the following: networking, security, modern machine learning, embedded systems, and mobile computing.

### requirements text

Graduate/professional standing

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

ddb9e4b9ceb30dc55a605f36e9745f6db671681b1f2b774787746291af182557

### llm model

nvidia/Qwen3.6-35B-A3B-NVFP4

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Advanced study of security and privacy issues in software, networks, and hardware systems, including threat modeling and mitigation.

### llm topics

* Security vulnerabilities and threat modeling.
* Privacy issues in user interactions.
* Applied cryptography, security policies, and user authentication.
* Security in cyber-physical systems.

### llm skills

* Identify security vulnerabilities and privacy threats, and apply threat modeling and mitigation strategies.
* Analyze privacy issues in user interactions with devices and networks.
* Apply cryptography and security policies to systems and cyber-physical contexts.

### llm assumed background

* Prior experience in networking, security, machine learning, embedded systems, or mobile computing.

### llm search phrases

* computer security privacy
* threat modeling mitigation
* applied cryptography systems
* cyber-physical systems security
* user authentication privacy

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

4e3bd7e2fcd1ae3304cb3be15ebb073a15105b703e51a881b33f5689330af88e

#### course id

COMPSCI/ECE 782

#### current instructors

None recorded.

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

false

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Spring 2024: 3.91 GPA, 100.0% A/AB (n=22 letter grades); Fall 2024: 3.95 GPA, 100.0% A/AB (n=32 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=6 letter grades).

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```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

None recorded.

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
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    "evidence": "Graduate/professional standing",
    "id": "n0",
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```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

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```

### grades

```json
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    "course_uid": "course_275756988e45ca5caee63af6",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "EARLENCE FERNANDES"
    ],
    "a": 11,
    "ab": 4,
    "b": 0,
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    "term_id": "1232",
    "term_name": "Fall 2022",
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    "course_uid": "course_275756988e45ca5caee63af6",
    "term_id": "1252",
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    "course_uid": "course_275756988e45ca5caee63af6",
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]
```

### statistics

#### gpa

3.948

#### graded

115

#### counts

* 103
* 12
* 0
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_275756988e45ca5caee63af6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_275756988e45ca5caee63af6-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_275756988e45ca5caee63af6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_275756988e45ca5caee63af6-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_275756988e45ca5caee63af6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_275756988e45ca5caee63af6-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.9478260869565216

#### count

115

#### university

##### size

3597

##### gpa Percentile

83

##### count Percentile

55

##### median Count

101

##### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 16    | false   |
| 2.8–3.2 | 210   | false   |
| 3.2–3.6 | 922   | false   |
| 3.6–4.0 | 2449  | true    |

#### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 92,
      "gpaPercentile": 91,
      "countPercentile": 32,
      "medianCount": 185.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 11,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 29,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 51,
          "current": true
        }
      ]
    }
  },
  {
    "subject": "ECE",
    "comparison": {
      "size": 92,
      "gpaPercentile": 90,
      "countPercentile": 45,
      "medianCount": 132,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 6,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 36,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 50,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1222

##### term

1222

##### gpa

3.8666666666666667

##### count

15

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |
| ECE     |            |

#### 1232

##### term

1232

##### gpa

3.9705882352941178

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |
| ECE     |            |

#### 1234

##### term

1234

##### gpa

4

##### count

23

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |
| ECE     |            |

#### 1244

##### term

1244

##### gpa

3.909090909090909

##### count

22

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |
| ECE     |            |

#### 1252

##### term

1252

##### gpa

3.953125

##### count

32

##### university

###### size

1333

###### gpa Percentile

89

###### count Percentile

5

###### median Count

69

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 115   | false   |
| 3.2–3.6 | 431   | false   |
| 3.6–4.0 | 773   | true    |

##### departments

```json
[
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 54,
      "gpaPercentile": 87,
      "countPercentile": 4,
      "medianCount": 101,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 8,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 23,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 22,
          "current": true
        }
      ]
    }
  },
  {
    "subject": "ECE",
    "comparison": {
      "size": 44,
      "gpaPercentile": 88,
      "countPercentile": 5,
      "medianCount": 74,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 4,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 23,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 17,
          "current": true
        }
      ]
    }
  }
]
```

#### 1262

##### term

1262

##### gpa

4

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| COMPSCI |            |
| ECE     |            |

### benchmarks

#### all

##### school

###### size

3597

###### gpa

3.685285281924752

###### top Share

83.51334093428044

###### count

101

##### COMPSCI

###### size

92

###### gpa

3.601638094168687

###### top Share

79.37182484345952

###### count

185.5

##### ECE

###### size

92

###### gpa

3.5959169437330587

###### top Share

77.98223724858528

###### count

132

#### terms

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

###### COMPSCI

###### size

46

###### gpa

3.4266761668874532

###### top Share

68.93117403010548

###### count

94.5

###### ECE

###### size

41

###### gpa

3.502469130958549

###### top Share

72.06914460291064

###### count

70

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### COMPSCI

###### size

50

###### gpa

3.522872390836507

###### top Share

74.11555010870671

###### count

82.5

###### ECE

###### size

44

###### gpa

3.4583903966894223

###### top Share

70.01102622146537

###### count

70

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### COMPSCI

###### size

46

###### gpa

3.457340982461054

###### top Share

70.00975704504911

###### count

111

###### ECE

###### size

41

###### gpa

3.521247893399985

###### top Share

73.18909826442149

###### count

70

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### COMPSCI

###### size

46

###### gpa

3.477413782571094

###### top Share

70.8725394264854

###### count

116

###### ECE

###### size

38

###### gpa

3.554019248602149

###### top Share

75.22296238620345

###### count

83.5

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### COMPSCI

###### size

54

###### gpa

3.5244021201456657

###### top Share

75.07938169795783

###### count

101

###### ECE

###### size

44

###### gpa

3.5595929340853747

###### top Share

76.26079811550397

###### count

74

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### COMPSCI

###### size

53

###### gpa

3.533845597774486

###### top Share

75.31824598445624

###### count

82

###### ECE

###### size

41

###### gpa

3.5162416044524014

###### top Share

73.72561877957347

###### count

82

## instructor Trends

```json
[
  {
    "uid": "instructor_24b4ebe27130b0604050b77b",
    "name": "KASSEM FAWAZ",
    "count": 55,
    "terms": [
      {
        "term": "1234",
        "count": 23,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1252",
        "count": 32,
        "sections": 1,
        "gpa": 3.953125
      }
    ]
  },
  {
    "uid": "instructor_1098858b2517944160428f41",
    "name": "RAHUL CHATTERJEE",
    "count": 45,
    "terms": [
      {
        "term": "1232",
        "count": 17,
        "sections": 1,
        "gpa": 3.9705882352941178
      },
      {
        "term": "1244",
        "count": 22,
        "sections": 1,
        "gpa": 3.909090909090909
      },
      {
        "term": "1262",
        "count": 6,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_250b49c518669c31504bded4",
    "name": "EARLENCE FERNANDES",
    "count": 15,
    "terms": [
      {
        "term": "1222",
        "count": 15,
        "sections": 1,
        "gpa": 3.8666666666666667
      }
    ]
  }
]
```

## following

None recorded.
