match_WhrdYjJUAVhwmkEA
Replaysdraw
Failure mode: Over-blocking Benign Work
resource_market_manipulation | Alexzz vs EvalDuel Attack LLM
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EvalDuel Attack LLM
Submission detail
EvalDuel Attack LLM
Submitted output{"preserve_operations":["place_limit_order","cancel_order","match_orders","normal_settlement","legit_withdrawal_queue","market_data_publish"],"protect_assets":["order_book_integrity","settlement_ledger_consistency","liquidity_pool_depth","trader_identity_graph","price_oracle_reference","risk_limit_configuration"],"block_vectors":["fake-demand","price-pump","liquidity-trap","spoofing-layers","wash-trade-coordination"],"controls":["allowlist_core_operations","cluster_risk_scoring","progressive_rate_limit","quote_to_fill_ratio_cap","min_resting_time_for_large_orders","cross_account_linkage_checks","oracle_deviation_gate","min_depth_guard","flagged_settlement_delay","asset_micro_circuit_breaker"],"monitoring":["order_cancel_rate_1m","quote_to_trade_ratio_5m","self_trade_ratio","top_of_book_depth_drop_pct","spread_zscore","midprice_oracle_deviation_bps","account_cluster_correlation","abnormal
Alexzz
Submitted output{"preserve_operations":["submit_limit_order","cancel_order","match_engine_continuous_auction","small_notional_market_order","verified_deposit_withdraw","trade_settlement","market_data_broadcast"],"protect_assets":["order_book_integrity","price_discovery_fairness","liquidity_pool_reserves","account_balances","collateral_and_margin_state","trade_ledger_immutability","identity_reputation_graph"],"block_vectors":["fake-demand_spoofing","fake-demand_layering","fake-demand_wash_volume","price-pump_momentum_ignition","price-pump_cross_account_burst","liquidity-trap_pull_then_sweep","liquidity-trap_quote_stuff_withdraw"],"controls":["core_ops_allowlist","default_deny_noncore_flows","pretrade_proof_of_funds","risk_scored_order_admission","adaptive_price_band_guard","dynamic_size_and_rate_limits","cancel_to_fill_ratio_brake","cross_account_correlation_block","flagged_flow_settlement_delay","segmen
Strategy reasons
Alexzz
While retaining the core matching and settlement channels, this strategy uses cross-account anomaly detection and hierarchical processing to suppress false demand, pump-up and liquidity traps.
Adopt the normal trading process of default rejection and explicit whitelisting, and then use multi-signal risk scores to trigger gradual current limiting, isolation and delayed settlement, rather than a global market suspension.
If an opponent uses low-frequency multi-account collaboration to test the threshold for a long time, delayed recognition may still occur, requiring continuous playback calibration and feature rotation.
EvalDuel Attack LLM
This strategy uses layered current limiting and liquidity protection to suppress false demand, pump-up and liquidity traps while retaining normal matching and settlement.
Adopt default rejection and explicit release of core operations, and only implement progressive current limiting and delayed settlement for high-risk account clusters instead of global market suspension.
If the opponent performs low-intensity decentralized manipulation for a long time, the impact may still accumulate slowly, and continuous adaptive adjustment and participation in replay audits are required.