AI-powered blockchain security gains recognition as Forta Firewall appears in Messari's latest State of AI report.
The inclusion highlights how artificial intelligence is becoming integral to onchain security infrastructure. Forta's AI-driven transaction screening technology represents the evolution of blockchain defense mechanisms.
- AI-powered attackers require AI-powered defenders
- Real-time transaction screening at scale
- Growing integration across multiple blockchain networks
With 290M+ transactions already screened, Forta Firewall demonstrates practical AI implementation in blockchain security, moving beyond theoretical applications to active threat detection.
If attackers are now AI-powered, defenders must be too. Forta Firewall brings AI-driven screening to every transaction: the only way to keep pace with what’s coming. 👇
Anthropic is now testing on smart contract exploits and discovering zero-days. This stuff is going from theoretical to practical scarily fast.
Forta Firewall just landed in @MessariCrypto's State of AI report. AI is officially part of the onchain security stack, and it’s only accelerating.
State of AI 2025 🧵
BCE Token Loses $800K to Deflationary Mechanism Exploit on PancakeSwap

**Attack Overview** An attacker exploited a flawed deflationary mechanism in the BCE Token, resulting in approximately $800,000 in losses. The exploit targeted the PancakeSwap liquidity pool. **How the Attack Worked** - Attacker manipulated the token burning mechanism to remove tokens from the PancakeSwap LP - This distorted the pool's price ratios - Exploiter then drained liquidity by trading at the artificially inflated price **Detection and Prevention** Forta's monitoring network detected the attack in real-time. Similar exploit patterns are now blocked on chains protected by Firewall security. **Pattern Recognition** This attack mirrors a previous $100K BYC token exploit from December 2024, which used the same deflationary mechanism vulnerability to manipulate liquidity pools.
Ethereum Phishing Attack Drains $1.77M USDC Despite Early Detection

A phishing attack on Ethereum resulted in **$1.77M USDC stolen** through a malicious permit signature. **Key Details:** - Forta Firewall detected the malicious contract at deployment - The attack could have been prevented on Firewall-protected chains - Ethereum currently lacks Firewall protection This incident follows a pattern of recent exploits: - $2.7M drained from SolvProtocol via double-mint flaw - $3.7M stolen from VenusProtocol through market manipulation - $2.9M lost across 664 phishing transactions last month Forta Firewall has successfully flagged these attacks, but can only prevent them on protected chains. The technology stops malicious transactions pre-execution, addressing a growing problem where over $1B annually is lost to phishing scams. Learn more about [Firewall-protected chains](https://forta.org/firewall?utm_source=twitter&utm_medium=social&utm_campaign=firewall-update&utm_content=ink-case-study)
IoTeX Bridge Loses $8M in 90 Minutes Through Compromised Private Key

**IoTeX Bridge Exploit: $8M Drained** The @iotex_io Bridge suffered a major security breach on February 28, 2026, losing $4.3M initially and escalating to $8M within 90 minutes. The attack was executed through a single compromised private key. **Key Details:** - Attack vector: Compromised private key - Timeline: $4.3M → $8M in 90 minutes - Detection: Forta Firewall caught the attacker's mainnet movements in real-time **Recent Context:** Just two days earlier, a @FOOMCASH lottery-contract exploit put $1.8M at risk. Forta Firewall flagged the attack in real-time and successfully blocked it on Firewall-enabled chains. This incident highlights the ongoing security challenges in cross-chain infrastructure and the critical importance of private key management in blockchain systems. Real-time detection systems like Forta Firewall are proving essential for identifying threats, though prevention remains dependent on proper security practices. Learn more about Forta Firewall: [Introducing Forta Firewall](https://forta.org/blog/introducing-forta-firewall/)
🚨 Yearn Finance Loses $9M

**Yearn Finance suffered a $9M exploit** on mainnet through a sophisticated price manipulation attack. **How the attack worked:** - Attacker drained liquidity pools - Broke pricing mechanisms - Minted cheap yETH tokens - Sold them for regular ETH at inflated prices **Detection vs Prevention:** Forta Firewall **flagged the exploit in real time** but couldn't stop it. The attack happened so fast that only real-time detection was possible. **Key insight:** Pre-execution screening could have **prevented this attack entirely** rather than just detecting it after the damage was done. This follows a pattern of recent price manipulation exploits, including attacks on DRLVaultV3 (~$100K) and RWB (~$180K), highlighting the critical need for **proactive security measures** in DeFi protocols.