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Zealynx research

Security Research.

Public write-ups on the bugs, patterns, and protocols we audit. Engineer-to-engineer, no fluff.

46 results for "Trading"

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AI trading bot security: 5 critical attack vectors in DeFi
AI securityMar 30

AI trading bot security: 5 critical attack vectors in DeFi

21 min read
Auditing AI Trading Bots: Security Framework
AI securityJul 7

Auditing AI Trading Bots: Security Framework

16 min read
Agentic DeFi security: when AI agents control treasury, trading, and liquidations
AI securityJun 1

Agentic DeFi security: when AI agents control treasury, trading, and liquidations

21 min read
AMM Security Foundations: Master DeFi Trading Risks
DeFi analysisSep 22, 2025

AMM Security Foundations: Master DeFi Trading Risks

AMM Security Deep Dive · Part 1 of 2
What Is Hyperliquid Exchange? Builder Guide to API, SDKs, HyperEVM & Launch Risk
IndustryNov 2025 · Updated Jun 2026

What Is Hyperliquid Exchange? Builder Guide to API, SDKs, HyperEVM & Launch Risk

11 min read
GameFi Security Checklist: 55+ Critical P2E Exploit Checks
Smart contractsFeb 14

GameFi Security Checklist: 55+ Critical P2E Exploit Checks

20 min read
HyperCore vs HyperEVM: How Hyperliquid Architecture Works
DeFi analysisJan 2026 · Updated Sep 2026

HyperCore vs HyperEVM: How Hyperliquid Architecture Works

19 min read
What Is Curve Finance? StableSwap, crvUSD, Risks, and Security
DeFi analysisOct 10, 2025

What Is Curve Finance? StableSwap, crvUSD, Risks, and Security

38 min read
Uniswap V1: How the First AMM Worked (& Its Flaws)
DeFi analysisOct 27, 2025

Uniswap V1: How the First AMM Worked (& Its Flaws)

11 min read
Top DEX Security Analysis: AMM Vulnerabilities Exposed
DeFi analysisOct 2, 2025

Top DEX Security Analysis: AMM Vulnerabilities Exposed

AMM Security Deep Dive · Part 2 of 2
Uniswap v4 Security Guide: Hooks, Risks, and Audit Path
DeFi analysisJan 22

Uniswap v4 Security Guide: Hooks, Risks, and Audit Path

19 min read
When LLMs Sign Transactions: AI-Driven Smart Contract Threat Model
AI securityJul 10

When LLMs Sign Transactions: AI-Driven Smart Contract Threat Model

15 min read
AI Agents Holding Crypto Wallets: The Security Model
AI securityJul 3

AI Agents Holding Crypto Wallets: The Security Model

15 min read
AI Agent Outbound Authority: Audit Checks
AI securityMay 20

AI Agent Outbound Authority: Audit Checks

13 min read
Hyperliquid Security Checklist for Builders: HyperBFT, HyperCore, HyperEVM
Smart contractsMay 20

Hyperliquid Security Checklist for Builders: HyperBFT, HyperCore, HyperEVM

13 min read
Uniswap V3 Explained: Concentrated Liquidity, Tick Math & Security Risks
DeFi analysisDec 2025 · Updated Apr 2026

Uniswap V3 Explained: Concentrated Liquidity, Tick Math & Security Risks

16 min read
Uniswap V2 Router Explained — addLiquidity Line by Line
DeFi analysisOct 16, 2023

Uniswap V2 Router Explained — addLiquidity Line by Line

10 min read
OWASP ASI10 Explained: Rogue Agents and Misalignment
AI securityJun 30

OWASP ASI10 Explained: Rogue Agents and Misalignment

OWASP Agentic Top 10 · Part 10 of 10
Hyperliquid Security Checklist for Builders: HyperBFT, HyperCore, HyperEVM Risks Before Mainnet
Smart contractsMay 20

Hyperliquid Security Checklist for Builders: HyperBFT, HyperCore, HyperEVM Risks Before Mainnet

13 min read
AI Agent Approval Bypass: Audit Checks
AI securityMay 13

AI Agent Approval Bypass: Audit Checks

12 min read
MiCA Forces DeFi to Choose: Comply in 6 Months or Exit the EU Market
IndustryFeb 21

MiCA Forces DeFi to Choose: Comply in 6 Months or Exit the EU Market

12 min read
Moving Averages in DeFi: Security Vulnerabilities and Attack Prevention
DeFi analysisFeb 10

Moving Averages in DeFi: Security Vulnerabilities and Attack Prevention

14 min read
Tokenizers and it Vulnerabilities in LLMs
AI securityJan 19

Tokenizers and it Vulnerabilities in LLMs

15 min read
Balancer Security Analysis: Critical Architecture Risks
DeFi analysisOct 17, 2025

Balancer Security Analysis: Critical Architecture Risks

14 min read
Why Uniswap V3 Threw Away the LP Token
DeFi analysisAug 7

Why Uniswap V3 Threw Away the LP Token

Uniswap V3 · Part 1 of 9
Indirect prompt injection: the Web3 agent attack chain
AI securityMay 15

Indirect prompt injection: the Web3 agent attack chain

26 min read
When AI controls DeFi vaults, prompt injection becomes remote code execution
AI securityMar 25

When AI controls DeFi vaults, prompt injection becomes remote code execution

16 min read
How to Start Your First Uniswap V4 Hook: Essentials, Libraries, and Risks
DeFi analysisFeb 19

How to Start Your First Uniswap V4 Hook: Essentials, Libraries, and Risks

13 min read
How Gradient Descent, KL Divergence & Graph Topology Let Attackers Poison Your AI Model
AI securityJan 19

How Gradient Descent, KL Divergence & Graph Topology Let Attackers Poison Your AI Model

LLM Security Deep Dive · Part 3 of 4
Neural Networks: Fundamental and Class Networks and Security
AI securityJan 19

Neural Networks: Fundamental and Class Networks and Security

24 min read
Uniswap V2 Security: Fork Safely & Avoid Costly Bugs
DeFi analysisNov 18, 2025

Uniswap V2 Security: Fork Safely & Avoid Costly Bugs

15 min read
Burn Your Whole Uniswap V3 Position and Receive Nothing
DeFi analysisOct 30

Burn Your Whole Uniswap V3 Position and Receive Nothing

Uniswap V3 · Part 9 of 9
Can’t Afford a Smart Contract Audit? 7 Options | Zealynx
Audit opsJul 2026 · Updated Oct 2026

Can’t Afford a Smart Contract Audit? 7 Options | Zealynx

9 min read
Web3 Security Communities in 2026: Where Developers, Auditors, and Founders Actually Level Up
IndustryJul 8

Web3 Security Communities in 2026: Where Developers, Auditors, and Founders Actually Level Up

8 min read
Restaking risk: slashing, depegs, and exit queue attacks
AI securityJul 2

Restaking risk: slashing, depegs, and exit queue attacks

25 min read
OWASP ASI07 Explained: Insecure Inter-Agent Communication
AI securityJun 23

OWASP ASI07 Explained: Insecure Inter-Agent Communication

OWASP Agentic Top 10 · Part 7 of 10
Signer compromise: why clean audits don't stop key hacks
Attack vectorsJun 22

Signer compromise: why clean audits don't stop key hacks

20 min read
Oracle manipulation in DeFi: how price feeds become attack vectors
Attack vectorsMar 18

Oracle manipulation in DeFi: how price feeds become attack vectors

12 min read
How to protect your DeFi protocol from MEV: A full-stack defense guide
Attack vectorsMar 16

How to protect your DeFi protocol from MEV: A full-stack defense guide

12 min read
Uniswap V2 Code Deep Dive: Router, Factory, Pair & Security Risks
DeFi analysisFeb 18

Uniswap V2 Code Deep Dive: Router, Factory, Pair & Security Risks

11 min read
MiCA Regulation & Security: What Every Crypto Founder Needs to Know
IndustryFeb 5

MiCA Regulation & Security: What Every Crypto Founder Needs to Know

12 min read
Implement Uniswap v4 swaps & avoid critical mistakes
DeFi analysisFeb 2

Implement Uniswap v4 swaps & avoid critical mistakes

13 min read
Uniswap V4 Hooks — Introduction to Hooks — Find the answer to your questions
DeFi analysisJan 25

Uniswap V4 Hooks — Introduction to Hooks — Find the answer to your questions

13 min read
Principle and Practical Introduction to Neural Networks
AI securityJan 19

Principle and Practical Introduction to Neural Networks

11 min read
ERC-1400 Explained: Security Token Standard for RWA
Smart contractsJan 5

ERC-1400 Explained: Security Token Standard for RWA

9 min read
The ERC‑20 Pitfall: Why It Doesn't Fit Tokenized Securities and RWA Compliance
DeFi analysisDec 18, 2025

The ERC‑20 Pitfall: Why It Doesn't Fit Tokenized Securities and RWA Compliance

8 min read