BlockGPT Hack

TOTAL LOST $255K
Low Rugpull

Summarize with AI

Affected Chain 2023 Incident surface
Recovered - No recovery reported
All-Time Rank #1206 By amount stolen
Protocol Type Dexs Target category

Incident Overview

BlockGPT token experienced a rugpull, the scammer was able to withdraw 816 $BNB from the presale pool.

BlockGPT is a BEP20 token trading on PancakeSwap. The project creators deployed a presale contract that had malicious functionality to withdraw liquidity from the contract. The malicious contract had unverified source code.

The scammer withdrew 816 $BNB from the contract which is worth 254,592 $USD at the moment. 800 $BNB was transferred through TornadoCash at the end.

Scammer address:

https://bscscan.com/address/0x650c6ba1…461954

Funds holder address:

https://bscscan.com/address/0x45da92f7…4a5e04

Draining transaction:

https://bscscan.com/tx/0x32e59506…360fe2

TornadoCash transfer example:

https://bscscan.com/tx/0x72829d55…a3c128

Incident Report

Protocol / Project BlockGPT
Date of Incident
Attack Technique Rugpull
Classification Token

Protocol Information

Protocol Type Dexs
Affected Token BGP
Official Website blockng.money
Protocol Twitter/X @BlockngO
Team Anonymous
Source Code Unverified

Market Context at Time of Hack

Token Categories
Hybrid - PoW & PoS Marketplace Masternodes

What the Attacker Needed to Succeed

Understanding the prerequisites for this type of attack helps auditors identify protocols that are most at risk and helps developers build better defenses.

Technical Knowledge Deep understanding of rugpull and Solidity and EVM internals
Capital Required Seed capital to cover gas and initial position setup
On-Chain Access Ability to interact with smart contracts and deploy a custom exploit contract
Protocol Analysis Identification of the exploitable vulnerability in BlockGPT's contract logic - root cause: token
Execution Speed Precise transaction ordering and timing to exploit the vulnerability within a single atomic block
Obfuscation Plan A strategy to launder and move stolen funds - typically through mixers, cross-chain bridges, or decentralized DEX swaps to resist tracing

What Auditors Should Check

Could this have been caught in audit? Hard to catch — private key / OpSec failures are outside smart contract audit scope

If you're auditing a protocol with similar architecture to BlockGPT, these are the critical security checks that could have prevented this incident (May 2023).

  • Verify all logic paths related to Rugpull are guarded by proper access controls and input validation
  • Review privileged functions (owner, admin, governance) for potential abuse vectors - centralization risks should be documented and bounded with timelocks or multi-sigs

Master these auditing techniques with hands-on labs and real exploit scenarios in the Smart Contract Hacking course.

Free Trial

Sources & References

Learn to Prevent the Next BlockGPT

The BlockGPT hack is one of many attacks that skilled auditors are trained to detect before deployment. Master real exploit patterns and defense techniques with hands-on Web3 security training.

Recreate exploit patterns safely Free Trial