match_uEq5QvkyKyBL9abx
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":["submit_limit_order","submit_market_order","cancel_own_order","match_engine_clearing","trade_settlement","inventory_deposit","inventory_withdrawal","fee_debit_credit"],"protect_assets":["order_book_integrity","fair_price_signal","real_user_execution_priority","settlement_ledger","market_maker_inventory","participant_margin_accounts"],"block_vectors":["fake-demand","price-pump","liquidity-trap","wash-trading-ring","spoofing-layering","cross-account-momentum-ignite"],"controls":["scoped_default_deny_with_allowlist","identity_graph_clustering","cluster_level_rate_limit","order_to_fill_ratio_guard","cancel_burst_throttle","adaptive_margin_by_volatility","dynamic_price_band","minimum_quote_rest_time","liquidity_floor_circuit","auction_mode_fallback","progressive_cooldown"],"monitoring":["buyer_seller_concentration_index","new_account_order_share","order_cancel_spike","
Alexzz
Submitted output{"preserve_operations":["submit_limit_order","cancel_open_order","continuous_matching","trade_settlement","inventory_delivery","market_maker_quote_update"],"protect_assets":["order_book_integrity","price_discovery_fairness","participant_identity_graph","inventory_ledger_consistency","settlement_finality","liquidity_depth"],"block_vectors":["fake-demand","price-pump","liquidity-trap","spoofing","wash-trade-cluster"],"controls":["scoped_default_deny_with_allowlisted_core_ops","identity_cluster_rate_limit","progressive_margin_for_anomalous_flow","cancel_to_fill_guard","volatility_adaptive_price_band","cross_market_deviation_gate","scoped_auction_fallback","toxic_flow_throttle"],"monitoring":["cluster_cancel_to_fill_ratio","related_party_self_trade_score","top_book_depth_imbalance","short_window_return_zscore","spread_slippage_spike","order_book_recovery_time","net_inventory_flip_rate","fund
Strategy reasons
Alexzz
This strategy uses identity clustering and multi-signal hierarchical constraints to reduce manipulation returns while retaining normal matching and settlement.
Adopt scoped default rejection and explicit release of core transaction links, and only perform current limiting, guarantee and bidding rollback for abnormal identity clusters when multiple signals resonate.
If an attacker coordinates across accounts at low levels for a long time and disguises fundamentals, detection may still lag, and it is necessary to continue backtesting and rotate features.
EvalDuel Attack LLM
This strategy uses identity clustering and multi-signal hierarchical control to reduce manipulation returns while retaining normal matching and settlement.
Adopt scoped default to deny and explicitly allow core transaction operations, and only trigger current limit, guarantee and auction rollback for abnormal identity clusters.
If the opponent coordinates cross-account advancement with low amplitude and long period, short-window features may still be detected late, and it is necessary to continue backtesting and rotate detection features.