I. INTRODUCTION  
II. BACKGROUND  
A. Standard Tor Circuit Establishment  
B. Circuit Establishment for Tor HS  
III. RELATED WORK  
IV. TAXONOMY OF TOR ATTACKS  
V. DE-ANONYMIZATION ATTACKS  
VI. SECURITY AGAINST DE-ANONYMIZATION  
VII. CONCLUSIONS AND FUTURE WORK