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README.md

iCTF 2023 — AI and Cybersecurity

Date: December 2–8, 2023 Format: Jeopardy (two parallel tracks) Tracks: High School + Undergraduate Organizers: WiCS (Women in Computer Science) + Shellphish Sponsor: NSF AI ACTION Institute


The Story

The 2023 iCTF asked one question: what happens when AI and hacking collide?

As large language models began reshaping the security landscape, the iCTF brought the future into the competition. For the first time, a new LLM challenge category appeared alongside traditional pwn, crypto, and reversing. Participants jailbroke chatbots, escaped AI-generated sandboxes, bypassed content filters, and manipulated machine learning models.

The theme reflected a broader reality: AI systems are both powerful new attack surfaces and novel tools for defenders. The iCTF framed this tension as a series of puzzles — from injecting prompts to escape an "AI Calculator" to reverse-engineering a neural network's hidden behavior.

Tracks

Undergraduate Track (20 challenges)

Challenge Category
CI Ninja LLM
CI Ninja 2 LLM
A(I)PI Escape LLM
aimazing misc
bugdget misc
IslandParty misc
Lost Album misc
Mystical Castle misc
supermart misc
Find the Deep Faker! data science
Stop the model thief! data science
bytes_in_pairs data science
escape_from_markov data science
Pixel Mirage (part 1) data science
Pixel Mirage (part 2) data science
rustyneurone pwn
Snake Game reverse engineering
token_of_appreciation reverse engineering
ai_lock reverse engineering
BrokenWords crypto

High School Track (22 challenges)

Includes easier variants of many undergraduate challenges plus exclusive puzzles: parakeet, parakeet_v2, rock paper scissors, Trendy, Lost in Translation, Evil Model, Tensormania, Stop the spammer!, guesstimate, Who is Waldo?, plus shared challenges like AI Calculator, AI Cryptic Game, CI Ninja, bytes_in_pairs, BrokenWords, and Mystical Castle.

Data

Full CTFd exports are preserved locally with all challenge files, flags, submissions, and scoreboards:

Path Contents
CTFd_Archive/iCTF 2023 - Undergraduate - Competition.2023-12-21_16_58_41.zip Undergraduate track full export
CTFd_Archive/iCTF 2023 - High School - Competition.2023-12-21_17_01_03.zip High school track full export
CTFd_Archive/iCTF 2023 - Undergraduate - Scoreboard.pdf Final scoreboard
CTFd_Archive/iCTF 2023 - High School - Scoreboard.pdf Final scoreboard
CTFd_Archive/iCTF 2023 - *.pdf Admin panel, challenges, users, front page screenshots

References