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Check out the latest from our list of research papers, technical deep dives and docs.

deep dive research docs

Uniswap Development Book

Uniswap Development Book

Explore the comprehensive Uniswap Development Book for deep insights into core concepts, hooks, liquidity and advanced DeFi protocol design.

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Real World Assets (RWA) Development Handbook: Tokenization, Standards & Architecture

Real World Assets (RWA) Development Handbook: Tokenization, Standards & Architecture

Explore core principles of RWAs & stablecoins with focus on security, stability, scalability, collateralization, risk management and DeFi integration.

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SECURITY HUB

Solana Program Security Audit Checklist

Solana Program Security Audit Checklist

Complete Solana program security audit checklist covering common vulnerabilities, best practices and steps to secure your smart contracts.

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GITHUB RESOURCES

github
Zero Knowledge Mastery
This repository contains list of resources to aid your journey of mastering Zero Knowledge Proofs. If you find any resource missing, you can create a pull request and be a contributor of the project.
github
NFT Attack Vectors
This Repository contains list of Common NFT Attack Vectors. If you find any attack vectors missing, you can create a pull request and be a contributor of the project.
github
Solidity Attack Vectors
This Repository contains list of Common Solidity SmartContract Attack Vectors. If you find any attack vectors missing, you can create a pull request and be a contributor of the project.
github
QuillAudit Reports
QuillAudit_Reports Public QuillAudits Smart Contracts, deFi, NFT, tokens, Dao, Dex and DApps Audit Reports
github
QuillAudit Auditor Roadmap
This repository contains a mindmap and stepwise resource to get started with Smart Contract Auditing. If you find anything missing or want to update existing resources, feel free to create a pull request and be a contributor of the project.
github
DeFi Attack Vectors
This Repository contains list of Common DeFi threat and Attack Vectors. If you find any attack vectors missing, you can create a pull request and be a contributor of the project.

HACK ANALYSIS

Resolv Labs $25M Exploit: Unchecked Mint (Explained)
Resolv Labs $25M Exploit: Unchecked Mint (Explained)
Hack Analysis
March 23, 2026
Venus Protocol $5M Exploit: Price Manipulation (Explained)
Venus Protocol $5M Exploit: Price Manipulation (Explained)
Hack Analysis
March 17, 2026
Solv Protocol $2.5M Exploit: Double Mint Bug (Explained)
Solv Protocol $2.5M Exploit: Double Mint Bug (Explained)
Hack Analysis
March 6, 2026
FoomCash $1.6M Exploit (Faulty zk Verification - Explained)
FoomCash $1.6M Exploit (Faulty zk Verification - Explained)
Hack Analysis
February 27, 2026
YeildBlox $10M Hack (Oracle Manipulation - Explained)
YeildBlox $10M Hack (Oracle Manipulation - Explained)
Hack Analysis
February 24, 2026
Cross Curve $1.4M Implementation Bug [Explained]
Cross Curve $1.4M Implementation Bug [Explained]
Hack Analysis
February 3, 2026
Makina’s $4M Hack (Oracle Manipulation - Explained)
Makina’s $4M Hack (Oracle Manipulation - Explained)
Hack Analysis
January 22, 2026
Truebit's $26M Hack (Math Overflow - Explained)
Truebit's $26M Hack (Math Overflow - Explained)
Hack Analysis
January 16, 2026
Yearn's $9M Invariant Solver Exploit (Explained)
Yearn's $9M Invariant Solver Exploit (Explained)
Hack Analysis
December 11, 2025
The Balancer Hack 2025 (Explained)
The Balancer Hack 2025 (Explained)
Hack Analysis
November 7, 2025
The Abracadabra Hack ($1.8M Logic Error)
The Abracadabra Hack ($1.8M Logic Error)
Hack Analysis
October 9, 2025
Griffin AI Exploit: Admin EOA Compromise Explained
Griffin AI Exploit: Admin EOA Compromise Explained
Hack Analysis
October 3, 2025
New Gold Protocol Suffers $2M Flash Loan Breach
New Gold Protocol Suffers $2M Flash Loan Breach
Hack Analysis
September 20, 2025
SwissBorg's $41M Exploit (Detailed Breakdown)
SwissBorg's $41M Exploit (Detailed Breakdown)
Hack Analysis
September 15, 2025
Bunni V2 Exploit Drains $8.3M via Liquidity Flaw
Bunni V2 Exploit Drains $8.3M via Liquidity Flaw
Hack Analysis
September 3, 2025
BetterBank Exploit: $5M Lost in Reward Hack
BetterBank Exploit: $5M Lost in Reward Hack
Hack Analysis
August 30, 2025
How Odin.fun Lost 58.2 BTC in a $7M Liquidity Exploit
How Odin.fun Lost 58.2 BTC in a $7M Liquidity Exploit
Hack Analysis
August 20, 2025
CrediX Finance Faces 4.5M Exploit (Exit Scam Analysis)
CrediX Finance Faces 4.5M Exploit (Exit Scam Analysis)
Hack Analysis
August 11, 2025
How Arcadia Finance lost $3.5m due to Lack of Input Validation
How Arcadia Finance lost $3.5m due to Lack of Input Validation
Hack Analysis
July 17, 2025
How GMX V1 Lost $42 Million to a Reentrancy Attack?
How GMX V1 Lost $42 Million to a Reentrancy Attack?
Hack Analysis
July 11, 2025
Resupply Hack: How a donation attack led to $9.5m in Losses?
Resupply Hack: How a donation attack led to $9.5m in Losses?
Hack Analysis
June 27, 2025
How Silo Finance Lost $500k+ due to Improper Input Validation
How Silo Finance Lost $500k+ due to Improper Input Validation
Hack Analysis
June 27, 2025
How $27M Stolen Tokens Led to $130K in Losses [Meta Pool Hack]
How $27M Stolen Tokens Led to $130K in Losses [Meta Pool Hack]
Hack Analysis
June 19, 2025
How a Critical Bug in Cork Protocol Led to a $12M Exploit: Full Hack Analysis
How a Critical Bug in Cork Protocol Led to a $12M Exploit: Full Hack Analysis
Hack Analysis
May 30, 2025
How Dexodus Finance Lost $300k to Signature Replay Attack?
How Dexodus Finance Lost $300k to Signature Replay Attack?
Hack Analysis
May 28, 2025
Cetus Protocol Exploit: Overflow Bug Leads to $223M Loss
Cetus Protocol Exploit: Overflow Bug Leads to $223M Loss
Hack Analysis
May 26, 2025
Mobius Token Exploit Breakdown: $2.1M Lost due to Poor Logic
Mobius Token Exploit Breakdown: $2.1M Lost due to Poor Logic
Hack Analysis
May 12, 2025
How Term Labs Lost $1.5M Due to Poor Protocol Logic?
How Term Labs Lost $1.5M Due to Poor Protocol Logic?
Hack Analysis
May 1, 2025
How a Price Manipulation Attack Cost Loopscale $5.8 Million?
How a Price Manipulation Attack Cost Loopscale $5.8 Million?
Hack Analysis
April 30, 2025
How Impermax V3 Lost $300k+ in a Flashloan Attack?
How Impermax V3 Lost $300k+ in a Flashloan Attack?
Hack Analysis
April 29, 2025
KiloEx Hack Breakdown: $7.4M Drained Across Chains
KiloEx Hack Breakdown: $7.4M Drained Across Chains
Hack Analysis
April 15, 2025
How Filament Finance got exploited of $572k
How Filament Finance got exploited of $572k
Hack Analysis
April 10, 2025
How Did Zoth lose $8.4M due to Access Control?
How Did Zoth lose $8.4M due to Access Control?
Hack Analysis
March 24, 2025
Four Meme’s $120k Attack Analysis
Four Meme’s $120k Attack Analysis
Hack Analysis
March 18, 2025
The $1.5B Bybit Exploit: Inside the Largest Digital Hack of All Time
The $1.5B Bybit Exploit: Inside the Largest Digital Hack of All Time
Hack Analysis
February 26, 2025
How a Single Access Control Flaw Cost Infini $49.5M?
How a Single Access Control Flaw Cost Infini $49.5M?
Hack Analysis
February 25, 2025
How did Cardex get exploited of $400K?
How did Cardex get exploited of $400K?
Hack Analysis
February 25, 2025
Sorra Finance Staking Exploit: How a $41K Hack Drained 3M SOR Tokens
Sorra Finance Staking Exploit: How a $41K Hack Drained 3M SOR Tokens
Hack Analysis
February 8, 2025
The Idols NFT Exploit: How a Self-Transfer Bug Drained $340K in stETH
The Idols NFT Exploit: How a Self-Transfer Bug Drained $340K in stETH
Hack Analysis
February 8, 2025
What Went Wrong With Odos Protocol?
What Went Wrong With Odos Protocol?
Hack Analysis
January 30, 2025
How Self-Transfers Turned Into a Labubu Token Exploit?
How Self-Transfers Turned Into a Labubu Token Exploit?
Hack Analysis
December 25, 2024
What Went Wrong in BYC Token’s $100K Hack?
What Went Wrong in BYC Token’s $100K Hack?
Hack Analysis
December 24, 2024
Decoding Spectra Lab’s Bonding Contract $250K Exploit
Decoding Spectra Lab’s Bonding Contract $250K Exploit
Hack Analysis
December 24, 2024
Breaking Down CloberDEX’s Costly $501K Exploit
Breaking Down CloberDEX’s Costly $501K Exploit
Hack Analysis
December 14, 2024
Decoding vETH Token’s $450K Exploit
Decoding vETH Token’s $450K Exploit
Hack Analysis
December 25, 2024
Decoding Polter Finance’s $12M Hack
Decoding Polter Finance’s $12M Hack
Hack Analysis
December 24, 2024
Decoding Vestra DAO’s $500K Exploit
Decoding Vestra DAO’s $500K Exploit
Hack Analysis
December 13, 2024
How Wrong Transfer Logic Led to DCF Token Hack
How Wrong Transfer Logic Led to DCF Token Hack
Hack Analysis
December 24, 2024
Breaking Down the Thala DeFi Hack & Move's Decompilation Risks
Breaking Down the Thala DeFi Hack & Move's Decompilation Risks
Hack Analysis
December 13, 2024
M2 Exchange Hack: A Multi-Chain Heist Revealed
M2 Exchange Hack: A Multi-Chain Heist Revealed
Hack Analysis
November 5, 2024
Unraveling the $90K Mystery: Inside Ramses Exchange's Reward Exploit
Unraveling the $90K Mystery: Inside Ramses Exchange's Reward Exploit
Hack Analysis
October 28, 2024
Decoding How The Banana Gun Went Bananas: $3M Exploit
Decoding How The Banana Gun Went Bananas: $3M Exploit
Hack Analysis
October 18, 2024
Decoding What Went Wrong with Bedrock: $2M Exploit
Decoding What Went Wrong with Bedrock: $2M Exploit
Hack Analysis
October 18, 2024
Yet Again? Decoding How Radiant Capital Got Hacked of $58M
Yet Again? Decoding How Radiant Capital Got Hacked of $58M
Hack Analysis
October 18, 2024
Unraveling the $24K Fire Token Exploit: A Detailed Analysis
Unraveling the $24K Fire Token Exploit: A Detailed Analysis
Hack Analysis
October 14, 2024
Decoding Shezmu’s $4.9 Million Exploit
Decoding Shezmu’s $4.9 Million Exploit
Hack Analysis
October 15, 2024
Inside the $44.7M BingX Exploit: What Went Wrong?
Inside the $44.7M BingX Exploit: What Went Wrong?
Hack Analysis
October 10, 2024
Decoding OnyxDAO’s 4M Exploit
Decoding OnyxDAO’s 4M Exploit
Hack Analysis
October 8, 2024
Decoding Penpie Protocol’s $27M Exploit
Decoding Penpie Protocol’s $27M Exploit
Hack Analysis
September 6, 2024
Decoding Vowcurrency’s $1.2 Million Exploit
Decoding Vowcurrency’s $1.2 Million Exploit
Hack Analysis
August 16, 2024
Déjà Vu! How a Previously Patched Vulnerability Led to Astroport’s $6.4M Exploit
Déjà Vu! How a Previously Patched Vulnerability Led to Astroport’s $6.4M Exploit
Hack Analysis
August 2, 2024
Another Lazarus Group Attack? Decoding Wazirx Multisig Wallet’s $235M Exploit
Another Lazarus Group Attack? Decoding Wazirx Multisig Wallet’s $235M Exploit
Hack Analysis
July 19, 2024
Same Mistake Twice? Decoding LiFi Protocol’s $9.7M Exploit
Same Mistake Twice? Decoding LiFi Protocol’s $9.7M Exploit
Hack Analysis
July 17, 2024
The Million Dollars BSC Token Hub Bridge Hack Analysis
The Million Dollars BSC Token Hub Bridge Hack Analysis
Hack Analysis
June 19, 2024
Decoding Poly Network $34 Billion Hack
Decoding Poly Network $34 Billion Hack
Hack Analysis
June 17, 2024
Decoding Ocean BNO’s $500k Exploit
Decoding Ocean BNO’s $500k Exploit
Hack Analysis
June 17, 2024
Decoding Earning Farm’s $528k Exploit
Decoding Earning Farm’s $528k Exploit
Hack Analysis
June 18, 2024
Decoding UwU Lend’s $19.4 Million Exploit
Decoding UwU Lend’s $19.4 Million Exploit
Hack Analysis
June 11, 2024
Decoding Hopelend’s $835k Exploit
Decoding Hopelend’s $835k Exploit
Hack Analysis
June 4, 2024
Decoding TrustPad’s $155k Exploit
Decoding TrustPad’s $155k Exploit
Hack Analysis
June 4, 2024
Decoding KyberSwap’s $47M Exploit
Decoding KyberSwap’s $47M Exploit
Hack Analysis
June 4, 2024
Decoding Magnate Finance’s $6.4 Million Rug Pull
Decoding Magnate Finance’s $6.4 Million Rug Pull
Hack Analysis
June 3, 2024
Decoding Stake’s $41 Million Exploit
Decoding Stake’s $41 Million Exploit
Hack Analysis
June 3, 2024
Decoding Ara Protocol’s Flash Loan Exploit
Decoding Ara Protocol’s Flash Loan Exploit
Hack Analysis
June 4, 2024
Decoding Palmswap’s $900k Exploit
Decoding Palmswap’s $900k Exploit
Hack Analysis
June 1, 2024
Decoding Sonne Finance’s $20 Million Exploit
Decoding Sonne Finance’s $20 Million Exploit
Hack Analysis
May 21, 2024
Decoding Rodeo Finance Hack
Decoding Rodeo Finance Hack
Hack Analysis
May 21, 2024
Decoding Azuki DAO Hack
Decoding Azuki DAO Hack
Hack Analysis
May 21, 2024
Radiant Capital Hack Analysis
Radiant Capital Hack Analysis
Hack Analysis
May 18, 2024
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