Market Manipulation as a Security Problem: Attacks and Defenses

Order matching systems form the backbone of modern equity exchanges, used by millions of investors daily. Thus, their operation is strictly controlled through numerous regulatory directives to ensure that markets are fair and transparent. Despite these efforts, market manipulation remains an open problem. In this work, we focus on a class of market manipulation techniques that exploit technical details and glitches in the operation of the exchanges (i.e., mechanical arbitrage). Such techniques are used by predatory traders with deep knowledge of the exchange's structure to gain an advantage over the other market participants. We argue that technical solutions to the problem of mechanical arbitrage have the potential to significantly thwart these practices. Our work provides the first overview of the threat landscape, models fair markets and their security assumptions, and discusses various mitigation measures.

[1]  Eric Budish,et al.  Implementation Details for Frequent Batch Auctions: Slowing Down Markets to the Blink of an Eye † , 2014 .

[2]  P. Jain,et al.  Exchange Competition with Levelled Speed , 2018 .

[3]  Rajesh Aggarwal,et al.  Stock Market Manipulation - Theory and Evidence , 2003 .

[4]  David C. Parkes,et al.  Achieving Trust without Disclosure: Dark Pools and a Role for Secrecy-Preserving Verification (Invited Paper) , 2015, AMMA 2015.

[5]  Robert A. Van Ness,et al.  Quote Stuffing: Quote Stuffing , 2016 .

[6]  Nigel P. Smart,et al.  MPC Joins The Dark Side , 2019, IACR Cryptol. ePrint Arch..

[7]  The Problem of HFT - Collected Writings on High Frequency Trading & Stock Market Structure Reform , 2013 .

[8]  A. Kyle,et al.  The Flash Crash: High-Frequency Trading in an Electronic Market , 2017 .

[9]  G. Laughlin,et al.  Information Transmission between Financial Markets in Chicago and New York , 2012, 1302.5966.

[10]  Rama Cont,et al.  The Price Impact of Order Book Events , 2010, 1011.6402.

[11]  A. Kyle,et al.  The Flash Crash: High-Frequency Trading in an Electronic Market , 2017 .

[12]  Steven McNamara The Law and Ethics of High-Frequency Trading , 2016 .

[13]  James Angel,et al.  Fairness in Financial Markets: The Case of High Frequency Trading , 2010 .

[14]  Ingrid M. Werner,et al.  Sub-Penny and Queue-Jumping , 2013 .

[15]  Thierry Foucault,et al.  Competition for Order Flow and Smart Order Routing Systems , 2006 .

[16]  Andrzej Skrzypacz,et al.  Dynamic Trading: Price Inertia and Front-Running , 2016 .

[17]  Quote Stuffing , 2016 .

[18]  Thomas Philippon,et al.  Competing on Speed , 2018 .

[19]  Irene Aldridge,et al.  High-frequency Trading High-frequency Trading Industry Strategy Project Engineering Leadership Program , 2022 .

[20]  T. Clarke High-frequency trading and dark pools: sharks never sleep , 2014 .

[21]  E. Banks Dark pools : the structure and future of off-exchange trading and liquidity , 2010 .

[22]  Sean Foley,et al.  Time Pro-Rata Matching: Evidence of a Change in LIFFE STIR Futures , 2015 .

[23]  Eric Budish,et al.  The High-Frequency Trading Arms Race: Frequent Batch Auctions as a Market Design Response , 2015 .

[24]  Huyên Pham,et al.  OPTIMAL HIGH‐FREQUENCY TRADING IN A PRO RATA MICROSTRUCTURE WITH PREDICTIVE INFORMATION , 2012, SSRN Electronic Journal.

[25]  Karel Janeček,et al.  Matching Algorithms of International Exchanges , 2007 .

[26]  Rebecca Söderström Regulating Market Manipulation : An Approach to designing Regulatory Principles , 2011 .

[27]  Mark Buchanan,et al.  Physics in finance: Trading at the speed of light , 2015, Nature.

[28]  Informational Inequality: How High Frequency Traders Use Premier Access to Information to Prey on Institutional Investors , 2016 .

[29]  Joel Hasbrouck,et al.  Low-latency trading $ , 2013 .

[30]  Frank C. Graves,et al.  Computerized and High‐Frequency Trading , 2014 .

[31]  Jie Xie Criminal regulation of high frequency trading on China's capital markets , 2016 .

[32]  A. Menkveld High frequency trading and the new market makers , 2013 .

[33]  Thomas Philippon,et al.  Competing on Speed , 2011 .