AP Cybersecurity Unit 1 Case File 1: The Onboarding Trap

AP Cybersecurity • Unit 1 • Case File 01

The Onboarding Trap

You are a junior analyst at Meridian Logistics. Work the evidence, classify what happened, decide what is most dangerous.

Points: 0 / 15

Case closed.

You worked all five leads. Finish the analyst's report below, then take the cold case to tie the week together.

Case briefing

A new hire in finance forwarded a week of events that felt off. Each item is a lead, not a verdict. Read the evidence, then answer in your own words. Spelling is forgiven; the key word is what matters.

Stage 1 • Social Engineering

Classify the approach

CED 1.1.A • Lesson 1.1.4 Attack Types, 1.1.5 Classification, 1.1.7 Defenses

Event A

From: "Dana Reyes, CFO" Subject: Quick favor before my flight "Buy several gift cards for a client today and send me the codes. Boarding soon, can't call."

Event B

Phone call: "This is IT support. We're clearing a login error on your account. Read me the six-digit code we just texted you so I can verify it cleared."

Event C

A USB drive labeled "Payroll Q3 - CONFIDENTIAL" is left on a break-room table.

Stage 2 • Password Attacks

Work the login log

CED 1.2.A / 1.2.B / 1.2.C, skill 1B • Lesson 1.2.4 Attack Types, 1.2.5 Hashing & Salting

Authentication log

03:11 FAIL user=a.singh src=198.51.100.23 tried="Summer2025!" 03:11 FAIL user=b.cole src=198.51.100.23 tried="Summer2025!" 03:11 FAIL user=c.diaz src=198.51.100.23 tried="Summer2025!" 03:12 FAIL user=d.evans src=198.51.100.23 tried="Summer2025!" 03:12 OK user=e.flores src=198.51.100.23 tried="Summer2025!"

Bonus: crack the hash (range-style)

A captured password hash and the five candidates from a wordlist. Which candidate produced it?

MD5: 7c6a180b36896a0a8c02787eeafb0e4c candidates: password1, dragon, qwerty, letmein, monkey

Stage 3 • Public Networks

Read the hotel session

CED 1.3.A / 1.3.B / 1.3.C • Lesson 1.3.3 Wireless Attacks, 1.3.4 Evil Twin, 1.3.5 Protections

Networks seen

Hotel_Guest and Hotel_Guest_FREE She joined Hotel_Guest_FREE.

# Protocol Host Body / notes
1 HTTPS mail.meridian-logistics.com encrypted, opaque
2 HTTP intranet-legacy.meridian-logistics.com login served over HTTP
3 HTTP intranet-legacy.meridian-logistics.com user=j.okafor&pass=Spring2026!
4 HTTPS payroll.meridian-logistics.com encrypted, opaque
Stage 4 • AI-Based Attacks

Name the AI-augmented method

CED 1.4.A / 1.4.B • Lesson 1.4.4 AI Phishing, 1.4.5 Deepfakes, 1.4.6 AI Malware, 1.4.7 Defenses

Event A

A flawless, personalized email naming the new hire's actual manager, asking her to approve a vendor invoice today.

Event B

A voicemail in the CEO's exact voice authorizing an urgent wire transfer.

Event C

Malware that changes its signature on every infection, slipping past the antivirus.

Stage 5 • AI in Defense

Tune the detector, keep the human

CED 1.5 • Lesson 1.5.5 Anomaly Detection, 1.5.6 Human Oversight

Event Description Anomaly score
E1 Known device, slightly early login 31
E2 New laptop, normal hours, office network 48
E3 VPN from a city the user travels to often 55
E4 Office login, then another continent eight minutes later 78
E5 Password-manager autofill, known device 22
Threshold 90: nothing flagged. The attack slips through.
Once E4 is flagged, why review it by hand instead of auto-locking the account?

Automated blocking on an anomaly score alone produces false positives that lock out legitimate users. A human confirms the deviation is real before acting. That human oversight is the non-negotiable point in Lesson 1.5.6: the score flags, the analyst judges.

Analyst's report

In six to eight sentences: summarize the week, name the single highest-severity item with a justification, and give one defense per event.

Model answer. The highest-severity item is the password spraying in Stage 2 combined with the plaintext credential exposure in Stage 3, because together they hand an attacker working credentials with no further victim action. The gift-card request and the cloned-voice transfer are serious but depend on a person choosing to act, and the AI phishing email was caught.

Defenses, one per event: out-of-band verification and DMARC for the gift-card BEC; account-lockout limits and salted slow hashing for the spraying; an evil-twin-aware VPN and HTTPS-only for the public network; call-back verification for the voice clone; and an anomaly threshold tuned above the everyday noise with a human in the loop.

Cold case

Compare Stage 1 Event A and Stage 4 Event B. The spoofed-email gift-card request and the cloned-voice wire authorization share one objective. What single policy closes both at once?

Field glossary (terms from the lessons)
social engineeringwhaling / BECvishingbaiting password sprayingbrute forcecredential stuffinghashing vs encryption saltingevil twinplaintextVPN AI-enhanced phishingdeepfake / voice cloningpolymorphic malwareprompt injection anomaly detectionbaselinefalse positivehuman oversight

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