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WIR-101 Wireless Security — Capstone

1,440 words

Overview

Duration: 5 days (Weeks 12-13, approximately 10 hours of structured work) Format: Individual engagement with shared infrastructure Deliverable: Technical report + live demonstration (10 minutes) + all lab artifacts

The capstone is a constrained wireless security engagement. Students attack a purpose-built lab wireless environment, build a working RF communication channel from scratch using GNU Radio, and analyze a rolling-code system. They then write a professional findings report in the format expected from a wireless security consultant.

This is not a CTF. Students are evaluated on methodology, discipline, and communication quality, not just whether they cracked the passphrase.


Rules of Engagement

Authorized targets:

  1. VCA-WIR101-CAPSTONE-AP — WPA2-PSK 802.11ac access point (instructor-configured, isolated LAN)
  2. VCA-WIR101-CAPSTONE-AP-WPA3 — WPA3-SAE 802.11ax access point (same isolated LAN, second SSID)
  3. VCA-WIR101-CAPSTONE-SDR-TGT — GNU Radio signal source broadcasting on 433.2 MHz (inside Faraday cage)
  4. Instructor rolling-code demo device (inside Faraday cage, instructor-operated)

Explicitly out of scope:

  • Any production Wi-Fi network (campus, residential, commercial)
  • Any consumer RF device (garage door openers, key fobs, tire pressure monitors, vehicle immobilizers)
  • The 2.4 GHz or 5 GHz spectrum outside the lab's isolated wireless network
  • Any system not listed in the authorized target list above

Students must sign the capstone authorization form before Day 1. Any out-of-scope activity results in an immediate 0 and referral to the ethics incident protocol.


Timeline

Day 1 — Reconnaissance and Wi-Fi Capture

Morning: Passive wireless reconnaissance

  • Survey the lab spectrum using airodump-ng (both 2.4 and 5 GHz bands)
  • Document all detected SSIDs, BSSIDs, channel assignments, encryption types, and signal strengths
  • Identify the authorized capstone targets within the survey

Afternoon: Active 802.11 attack preparation

  • Perform a PMKID capture attempt against VCA-WIR101-CAPSTONE-AP
  • Perform a 4-way handshake capture (with deauthentication) against the same AP
  • Record both captures in PCAP format; extract hashes with hcxpcapngtool

Deliverable (end of Day 1): Reconnaissance report (1-2 pages): targets discovered, encryption types, initial attack surface assessment.


Day 2 — Credential Recovery + WPA3 Analysis

Morning: Offline dictionary attack

  • Run hashcat against both the PMKID hash and the 4-way handshake hash (-m 22000)
  • Document attack configuration, wordlist selection rationale, estimated keyspace
  • Record whether the passphrase was recovered; document the passphrase strength assessment

Afternoon: WPA3-SAE analysis

  • Attempt association and traffic capture against VCA-WIR101-CAPSTONE-AP-WPA3
  • Document what is and is not visible in the capture versus the WPA2 capture
  • Write a comparative analysis: WPA2-PSK vs WPA3-SAE attack surface differences, citing Dragonblood CVEs where relevant

Deliverable (end of Day 2): Hash recovery report + WPA2/WPA3 comparison memo.


Day 3 — SDR Track: Sub-GHz Reception and PSK Channel Build

Morning: Sub-GHz signal reception

  • Tune the RTL-SDR to 433.2 MHz; record a 30-second IQ capture of VCA-WIR101-CAPSTONE-SDR-TGT
  • Load the capture in Python; demodulate the ASK/FSK signal; decode the bitstream
  • Identify the transmission pattern (periodic beacon, on-demand trigger, etc.)

Afternoon: PSK communication channel

Build a BPSK 3-way handshake in GNU Radio:

  1. SYN frame: TX sends 0x01 as BPSK-modulated signal on 433.92 MHz (inside Faraday cage)
  2. SYN-ACK frame: RX (second SDR or loopback) demodulates, extracts 0x01, responds with 0x03
  3. ACK frame: Original TX demodulates 0x03, responds with 0x02

The handshake is complete when both sides log the exchange. Students must show the GNU Radio flowgraph, the frequency-domain plot of the transmitted signal, and the decoded frame log.

Virtual path alternative: Use GNU Radio in loopback mode (no live TX): flowgraph chains BPSK Mod → Channel Model (noise) → BPSK Demod in a single file. Deliver flowgraph + screenshot of successful decode.

Deliverable (end of Day 3): Sub-GHz demodulation analysis + GNU Radio flowgraph + 3-way handshake decode log.


Day 4 — Rolling-Code Analysis

Morning: Rolling-code observation

  • Using the RTL-SDR and URH (Universal Radio Hacker), record 5 consecutive transmissions from the instructor rolling-code demo device
  • Analyze the capture: identify the fixed preamble, the rolling counter, and the fixed device identifier
  • Plot the counter values; confirm each transmission increments the counter

Afternoon: Rolljam concept demonstration

Instructor demonstrates the Rolljam attack against the demo device:

  1. Jammer-receiver captures Code 1 while transmitting a jamming signal (Code 1 not accepted by receiver)
  2. Jammer-receiver forwards Code 1 while capturing Code 2 (Code 1 accepted; attacker retains Code 2)
  3. Code 2 is replayed later to open the "door"

Students document the attack mechanism in their report, explaining:

  • Why simple replay of Code 1 fails after Code 2 has been accepted
  • Why the seed-based PRNG allows an attacker who knows the seed to predict all future codes
  • What the defense is (rolling-code window exhaustion detection, challenge-response protocols)

Students do NOT perform the Rolljam themselves; they observe the demonstration, capture the spectrum evidence, and write the analysis.

Deliverable (end of Day 4): Rolling-code analysis (5 captures, counter progression chart) + Rolljam mechanism writeup.


Day 5 — Report Finalization + Demonstration

Morning: Report assembly and editing

  • Consolidate all daily deliverables into the Final Findings Report (see format below)
  • Peer-review swap: exchange draft reports with one other student; provide written feedback
  • Incorporate feedback; finalize

Afternoon: Live demonstration (10 minutes per student)

  • 5 minutes: walk instructor through the GNU Radio PSK flowgraph live (or recorded playback for virtual students)
  • 5 minutes: present one finding from the wireless reconnaissance and explain the remediation

Final Findings Report Format

The report must follow this structure. Length target: 8-12 pages excluding appendices.

Cover Page

  • Engagement title, date range, student name, course identifier, authorized targets list

Executive Summary (1 page)

  • 3-5 bullet points summarizing the most critical findings
  • Overall risk rating (Critical / High / Medium / Low)
  • One paragraph explaining the business impact if this were a production environment

Scope and Rules of Engagement (0.5 page)

  • Authorized targets and boundaries
  • Statement of authorization

Methodology (0.5 page)

  • Phases of the engagement (recon, capture, crack, analysis)
  • Tools used (with versions)

Findings (3-5 pages) Each finding follows this template:

Finding N: [Title]
Severity: Critical / High / Medium / Low / Informational
CVSS v3.1 Score: [score if applicable]
Affected Asset: [SSID / target identifier]
Description: What was found and how
Evidence: [Screenshot, capture file reference, hash, decoded bitstream]
Remediation: Specific, actionable fix  not "use strong passwords"
Verification: How to confirm the fix works

SDR Track Analysis (1-2 pages)

  • Sub-GHz signal demodulation results
  • PSK 3-way handshake documentation
  • Rolling-code mechanism analysis

Remediation Summary Table

Finding Severity Remediation Effort
... ... ... Low / Med / High

Appendices

  • A: Tool output (hashcat run, airodump-ng CSV, hcxpcapngtool output)
  • B: GNU Radio flowgraph screenshot
  • C: IQ capture metadata (SigMF or manual: center freq, sample rate, capture duration)
  • D: Rolling-code counter progression data

Grading Rubric

Binary Gates (pass/fail; must pass all to receive a grade)

  • Authorization form signed before Day 1
  • All captures from authorized targets only (verified by BSSID/frequency logs)
  • All transmissions inside Faraday cage or virtual-path (no live TX outside cage)
  • GNU Radio flowgraph or virtual-path equivalent submitted
  • Findings report submitted

Failure of any binary gate results in a 0 for the capstone.


Scoring (100 points)

Technical Execution (40 points)

Item Points Notes
PMKID or 4-way handshake successfully captured 8 Capture file submitted; correct format
Dictionary attack configured and documented 5 hashcat command, wordlist rationale, result
WPA3-SAE capture with comparative analysis 7 Must cite specific frame-level differences
Sub-GHz IQ demodulation and bitstream decode 8 Python analysis; correct bitstream or documented failure with root cause
PSK 3-way handshake (flowgraph + decode log) 7 GNU Radio flowgraph functional; SYN/SYN-ACK/ACK sequence visible
Rolling-code analysis with counter progression 5 5 captures; counter chart; mechanism explanation

Report Craft (30 points)

Item Points Notes
Executive summary communicates risk to a non-technical reader 6 No jargon without definition; clear impact statement
Findings use the required template format 6 All fields populated; no placeholder text
Remediations are specific and actionable 8 "Rotate to WPA3-SAE" beats "upgrade security"
CVSS scoring applied correctly (at least 2 findings) 5 Score matches vector string; vector string submitted
Writing quality (no LLM boilerplate, clarity, precision) 5 Instructor discretion

Engagement Discipline (30 points)

Item Points Notes
Scope adherence (all captures within authorized targets) 15 Verified by BSSID + frequency audit of submitted captures
Faraday compliance (all TX inside cage or virtual path) 10 Instructor observation log
Methodology documented before execution 5 Day 1 recon report submitted on time

Score Thresholds

Score Grade Notes
90-100 A Meets or exceeds industry-consultant quality
80-89 B Competent; minor gaps in report craft or coverage
70-79 C Functional execution; report needs significant revision
60-69 D Major gaps in either technical or report section
Below 60 F Does not meet pilot-ready bar

What "Pilot-Ready Bar" Means

A student at the 80-point threshold can:

  • Conduct a constrained wireless engagement against a known-vulnerable AP with appropriate authorization
  • Produce a findings report that a program manager or client could act on
  • Explain the difference between WPA2-PSK and WPA3-SAE attack surfaces without looking it up
  • Build a working BPSK communication channel in GNU Radio from a flowgraph template
  • Read a sub-GHz IQ capture and identify signal structure

A student at the 90-point threshold can additionally:

  • Select and justify tool choices without a recipe
  • Score findings accurately with CVSS v3.1
  • Identify the rolling-code mechanism from first principles and propose a credible defense
  • Teach the PSK 3-way handshake to a peer without notes