find-da-code

Platform: TJCTF 2026 | Category: Misc | Type: Challenge | Difficulty: Easy | OS: NA | Author: XESXOR | Date: 2026-05-15 | Status: Solved Techniques: automated_code_selection, multi_connection_sampling, statistical_frequency_analysis

Summary

Task: 4-stage terminal authentication where each stage shows 10 hex codes and you must pick the correct one; codes are randomized per connection. Solution: statistical frequency analysis over 30+ connections reveals 4 persistent hex codes (0x00FA, 0x1A2B, 0x88D1, 0x9C4F) that always appear — one per stage — among random distractors.

find-da-code — TJCTF 2026

Description

You were assigned 4 unique codes to remember a year ago, but you forgot them! Now you need to figure out a way to get in...

P.S. This challenge was inspired by a particular authentication system I had to bypass because I forgot my pictures lol

Connection: nc tjc.tf 31004

English summary: A 4-stage terminal authentication system inspired by picture-based password systems (like Passfaces). Each stage displays 10 hex codes and asks you to pick the correct one — your "assigned" code. The codes and their positions are randomized between connections, so you must figure out which 4 codes are the persistent secrets.

Analysis

Initial Reconnaissance

Connecting to the service shows:

=== SECURE TERMINAL LOGIN ===
Stage 1:
1. 0x3F7E
2. 0x00FA
3. 0xB2C4
4. 0x5D91
5. 0x7A08
6. 0xE6F3
7. 0x4C1D
8. 0xD8A5
9. 0x12B6
10. 0x6E39
Enter choice for stage 1 (1-10):

This repeats for 4 stages. Choosing wrong codes results in:

ERROR: Invalid Authentication Sequence. Connection terminated.

Key Observations

1. Randomized positions: The same hex code appears at different numbered positions across connections
2. Randomized distractors: Most hex codes change between connections — they are random noise
3. No feedback per stage: You only learn if the full 4-stage sequence was correct or not after all stages

Statistical Frequency Analysis

The core insight comes from connecting 30+ times and recording which hex codes appear in each stage. By tallying frequencies:

• 4 specific codes appear in nearly every connection: 0x00FA, 0x1A2B, 0x88D1, 0x9C4F
• Exactly one of these 4 codes is always present in every stage (100% appearance rate)
• Only one known code appears per stage — never two in the same stage
• All other codes are random distractors that appear only ~once across all samples

This makes sense given the challenge theme: these 4 codes are the user's "assigned" authentication codes from a year ago. The system places one in each stage among 9 random distractors, simulating a picture-based auth system where you recognize your assigned image among decoys.

Frequency Table (example from 30 samples)

Solution

Once the 4 persistent codes are identified, the solve is straightforward: connect, parse each stage's options, find which known code is present, and select it.

Data Collection Script

 python read-only • copy allowed Copy
#!/usr/bin/env python3
"""Phase 1: Collect frequency data across many connections to identify persistent codes."""
from pwn import *
import re
from collections import Counter

context.log_level = 'error'
stage_counters = {i: Counter() for i in range(1, 5)}

for attempt in range(30):
    try:
        r = remote('tjc.tf', 31004, timeout=5)
        data = r.recvuntil(b'(1-10): ', timeout=5).decode()

        stage = 1
        for line in data.strip().split('\n'):
            m = re.match(r'(\d+)\.\s+(0x[0-9A-Fa-f]+)', line.strip())
            if m:
                stage_counters[stage][m.group(2)] += 1
            if 'Enter choice for stage' in line and stage < 4:
                stage += 1

        r.sendline(b'1')  # send dummy answer
        r.close()
    except:
        pass

# Print codes that appear in >50% of connections
for stage_num, counter in stage_counters.items():
    print(f"\nStage {stage_num} - frequent codes:")
    for code, count in counter.most_common(5):
        if count > 15:
            print(f"  {code}: {count}/30")

Solve Script

 python read-only • copy allowed Copy
#!/usr/bin/env python3
"""Phase 2: Authenticate using the 4 identified persistent codes."""
from pwn import *
import re

known_codes = {'0x00FA', '0x9C4F', '0x1A2B', '0x88D1'}

r = remote('tjc.tf', 31004)

for stage in range(1, 5):
    data = r.recvuntil(b'(1-10): ').decode()

    # Parse the numbered hex codes for this stage
    code_map = {}
    for line in data.strip().split('\n'):
        m = re.match(r'(\d+)\.\s+(0x[0-9A-Fa-f]+)', line.strip())
        if m:
            code_map[m.group(2)] = m.group(1)

    # Find which known code is present in this stage
    present = set(code_map.keys()) & known_codes
    target = present.pop()
    log.info(f"Stage {stage}: selecting {target} (option {code_map[target]})")
    r.sendline(code_map[target].encode())

result = r.recvall().decode()
print(result)
# ACCESS GRANTED.
# tjctf{REDACTED}