Defending the Peg: Real-Time Dynamic Protection and Anomaly Detection in DeFi Stablecoins

arXiv:2608.25600 · cs.CR · Submitted 2026-08-26 · Read on arXiv

cs.CR

Submitted: 2026-08-26

Updated: 2026-08-26

Comments: 22 pages, 5 figures

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Core — 13× in this paper · explained in 2 episodes
• Verification — 13× in this paper · explained in 2 episodes
• Accuracy — 7× in this paper · explained in 1 episode
• Formal Verification — 6× in this paper · explained in 2 episodes
• Aggregation — 4× in this paper · explained in 1 episode
• Intermediate Representation — 4× in this paper
• International Conference on Software Engineering — 3× in this paper
• Loss Function — 3× in this paper · explained in 2 episodes
• Actor — 2× in this paper · explained in 3 episodes
• Consistency — 2× in this paper · explained in 3 episodes
• Feature Extraction — 2× in this paper · explained in 2 episodes
• Generalization — 2× in this paper · explained in 13 episodes
• ACM International Conference on Automated Software Engineering — 1× in this paper
• Activation Function — 1× in this paper · explained in 1 episode
• Adam — 1× in this paper · explained in 2 episodes
• Algorithmic Circuit Breakers — 1× in this paper · explained in 1 episode
• Algorithmic Stability — 1× in this paper · explained in 1 episode
• Automated Market Maker — 1× in this paper
• Benchmark — 1× in this paper · explained in 2 episodes
• Computational overhead — 1× in this paper · explained in 2 episodes
• Feature Engineering — 1× in this paper · explained in 3 episodes
• Formal Methods — 1× in this paper · explained in 3 episodes
• Hypergraph — 1× in this paper · explained in 2 episodes
• IEEE International Conference on Blockchain and Cryptocurrency — 1× in this paper
• In the Ethereum Virtual Machine — 1× in this paper
• Knowledge Graph — 1× in this paper · explained in 7 episodes
• Pruning — 1× in this paper · explained in 4 episodes
• Robustness — 1× in this paper · explained in 5 episodes
• Semantic Gap — 1× in this paper · explained in 2 episodes
• Temporal Correlations — 1× in this paper · explained in 2 episodes
• Time-Weighted Average Price — 1× in this paper

Sources

• Implementation and Security Analysis of Cryptocurrencies Based on Ethereum
• Blockchain Attacks and Defenses: A Layered and Cross-Domain Survey
• A parallel monetary system based on the redeemable self-decaying money -- The ultimate hedge and safe haven of private wealth in the rising wave of over issuance of fiat and token money/stablecoin
• Safety in Self-Evolving LLM Agent Systems: Threats, Amplification, and Case Studies
• LiquiLM: Bridging the Semantic Gap in Liquidity Flaw Audit via DCN and LLMs
• From Fomo3D to Lottery DAPP: Analysis of Ethereum-Based Gambling Applications
• Stablecoins: Fundamentals, Emerging Issues, and Open Challenges
• Password Strength Detection via Machine Learning: Analysis, Modeling, and Evaluation
• System Password Security: Attack and Defense Mechanisms
• From Data Behavior to Code Analysis: A Multimodal Study on Security and Privacy Challenges in Blockchain-Based DApp
• Stablecoins and the Emerging Hybrid Monetary Ecosystems
• A Novel GPT-Based Framework for Anomaly Detection in System Logs
• Blockchain security based on cryptography: a review

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