Hash Crack: Password Cracking Manual
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GPU-Based Password Cracking on the Security of Password Hashing Schemes Regarding Advances in Graphics Processing Units
Radboud University Nijmegen Faculty of Science Kerckhoffs Institute Master of Science Thesis GPU-based Password Cracking On the Security of Password Hashing Schemes regarding Advances in Graphics Processing Units by Martijn Sprengers [email protected] Supervisors: Dr. L. Batina (Radboud University Nijmegen) Ir. S. Hegt (KPMG IT Advisory) Ir. P. Ceelen (KPMG IT Advisory) Thesis number: 646 Final Version Abstract Since users rely on passwords to authenticate themselves to computer systems, ad- versaries attempt to recover those passwords. To prevent such a recovery, various password hashing schemes can be used to store passwords securely. However, recent advances in the graphics processing unit (GPU) hardware challenge the way we have to look at secure password storage. GPU's have proven to be suitable for crypto- graphic operations and provide a significant speedup in performance compared to traditional central processing units (CPU's). This research focuses on the security requirements and properties of prevalent pass- word hashing schemes. Moreover, we present a proof of concept that launches an exhaustive search attack on the MD5-crypt password hashing scheme using modern GPU's. We show that it is possible to achieve a performance of 880 000 hashes per second, using different optimization techniques. Therefore our implementation, executed on a typical GPU, is more than 30 times faster than equally priced CPU hardware. With this performance increase, `complex' passwords with a length of 8 characters are now becoming feasible to crack. In addition, we show that between 50% and 80% of the passwords in a leaked database could be recovered within 2 months of computation time on one Nvidia GeForce 295 GTX. -
Study on Massive-Scale Slow-Hash Recovery Using Unified
S S symmetry Article Study on Massive-Scale Slow-Hash Recovery Using Unified Probabilistic Context-Free Grammar and Symmetrical Collaborative Prioritization with Parallel Machines Tianjun Wu 1,*,†, Yuexiang Yang 1,†, Chi Wang 2,† and Rui Wang 2,† 1 College of Computer, National University of Defense Technology, Changsha 410073, China; [email protected] 2 VeriClouds Co., Seattle, WA 98105, USA; [email protected] (C.W.); [email protected] (R.W.) * Correspondence: [email protected]; Tel.: +86-13-54-864-2846 † The authors contribute equally to this work and are co-first authors. Received: 23 February 2019; Accepted: 26 March 2019; Published: 1 April 2019 Abstract: Slow-hash algorithms are proposed to defend against traditional offline password recovery by making the hash function very slow to compute. In this paper, we study the problem of slow-hash recovery on a large scale. We attack the problem by proposing a novel concurrent model that guesses the target password hash by leveraging known passwords from a largest-ever password corpus. Previously proposed password-reused learning models are specifically designed for targeted online guessing for a single hash and thus cannot be efficiently parallelized for massive-scale offline recovery, which is demanded by modern hash-cracking tasks. In particular, because the size of a probabilistic context-free grammar (PCFG for short) model is non-trivial and keeping track of the next most probable password to guess across all global accounts is difficult, we choose clever data structures and only expand transformations as needed to make the attack computationally tractable. Our adoption of max-min heap, which globally ranks weak accounts for both expanding and guessing according to unified PCFGs and allows for concurrent global ranking, significantly increases the hashes can be recovered within limited time. -
Assignment 3 – Authentication July 2021 Due Thursday, August 12, 2021
CryptoWorks21 Network Security Assignment 3 – Authentication July 2021 due Thursday, August 12, 2021 Assignment 3 – Authentication Assignment reports must be submitted by Thursday, August 12, 2021. Assignment Description In this assignment you will carry out exercises related to the lectures on authentication. You will work on cracking password hashes, as well as investigate two-factor authentication on the Internet. Assignment Requirements and Setup Virtual machines. You will need to use the Kali Linux virtual machines. If you have not downloaded and installed it yet, please check the “Assignment 0” document. John the Ripper. You will need to use a tool called John the Ripper in order to crack password hashes. This tool is pre-installed in the Kali Linux virtual machine. However, John is very computationally intensive, and it might run faster on your main computer rather than inside a virtual machine. If you do decide to install it on your main computer, be sure to use the “jumbo” version, which contains support for many more types of hash algorithms. • For Windows, you can download a jumbo build from the John the Ripper homepage (http://www.openwall.com/john/) • For macOS, you can install John using the command-line package manager “Home- brew”. To install Homebrew, visit https://brew.sh/. Once you’ve installed Home- brew, you can install John using the command brew install john-jumbo . Getting text to and from your virtual machine. During this assignment, you may need to copy text to or from your various virtual machines. This can be somewhat annoying. It is possible to set up shared clipboards in VirtualBox (Settings Ñ General Ñ Advanced Ñ Shared Clipboard Ñ Bidirectional), but these are not always reliable. -
Analysis of Password Cracking Methods & Applications
The University of Akron IdeaExchange@UAkron The Dr. Gary B. and Pamela S. Williams Honors Honors Research Projects College Spring 2015 Analysis of Password Cracking Methods & Applications John A. Chester The University Of Akron, [email protected] Please take a moment to share how this work helps you through this survey. Your feedback will be important as we plan further development of our repository. Follow this and additional works at: http://ideaexchange.uakron.edu/honors_research_projects Part of the Information Security Commons Recommended Citation Chester, John A., "Analysis of Password Cracking Methods & Applications" (2015). Honors Research Projects. 7. http://ideaexchange.uakron.edu/honors_research_projects/7 This Honors Research Project is brought to you for free and open access by The Dr. Gary B. and Pamela S. Williams Honors College at IdeaExchange@UAkron, the institutional repository of The nivU ersity of Akron in Akron, Ohio, USA. It has been accepted for inclusion in Honors Research Projects by an authorized administrator of IdeaExchange@UAkron. For more information, please contact [email protected], [email protected]. Analysis of Password Cracking Methods & Applications John A. Chester The University of Akron Abstract -- This project examines the nature of password cracking and modern applications. Several applications for different platforms are studied. Different methods of cracking are explained, including dictionary attack, brute force, and rainbow tables. Password cracking across different mediums is examined. Hashing and how it affects password cracking is discussed. An implementation of two hash-based password cracking algorithms is developed, along with experimental results of their efficiency. I. Introduction Password cracking is the process of either guessing or recovering a password from stored locations or from a data transmission system [1]. -
Implementation and Performance Analysis of PBKDF2, Bcrypt, Scrypt Algorithms
Implementation and Performance Analysis of PBKDF2, Bcrypt, Scrypt Algorithms Levent Ertaul, Manpreet Kaur, Venkata Arun Kumar R Gudise CSU East Bay, Hayward, CA, USA. [email protected], [email protected], [email protected] Abstract- With the increase in mobile wireless or data lookup. Whereas, Cryptographic hash functions are technologies, security breaches are also increasing. It has used for building blocks for HMACs which provides become critical to safeguard our sensitive information message authentication. They ensure integrity of the data from the wrongdoers. So, having strong password is that is transmitted. Collision free hash function is the one pivotal. As almost every website needs you to login and which can never have same hashes of different output. If a create a password, it’s tempting to use same password and b are inputs such that H (a) =H (b), and a ≠ b. for numerous websites like banks, shopping and social User chosen passwords shall not be used directly as networking websites. This way we are making our cryptographic keys as they have low entropy and information easily accessible to hackers. Hence, we need randomness properties [2].Password is the secret value from a strong application for password security and which the cryptographic key can be generated. Figure 1 management. In this paper, we are going to compare the shows the statics of increasing cybercrime every year. Hence performance of 3 key derivation algorithms, namely, there is a need for strong key generation algorithms which PBKDF2 (Password Based Key Derivation Function), can generate the keys which are nearly impossible for the Bcrypt and Scrypt. -
Optimizing a Password Hashing Function with Hardware-Accelerated Symmetric Encryption
S S symmetry Article Optimizing a Password Hashing Function with Hardware-Accelerated Symmetric Encryption Rafael Álvarez 1,* , Alicia Andrade 2 and Antonio Zamora 3 1 Departamento de Ciencia de la Computación e Inteligencia Artificial (DCCIA), Universidad de Alicante, 03690 Alicante, Spain 2 Fac. Ingeniería, Ciencias Físicas y Matemática, Universidad Central, Quito 170129, Ecuador; [email protected] 3 Departamento de Ciencia de la Computación e Inteligencia Artificial (DCCIA), Universidad de Alicante, 03690 Alicante, Spain; [email protected] * Correspondence: [email protected] Received: 2 November 2018; Accepted: 22 November 2018; Published: 3 December 2018 Abstract: Password-based key derivation functions (PBKDFs) are commonly used to transform user passwords into keys for symmetric encryption, as well as for user authentication, password hashing, and preventing attacks based on custom hardware. We propose two optimized alternatives that enhance the performance of a previously published PBKDF. This design is based on (1) employing a symmetric cipher, the Advanced Encryption Standard (AES), as a pseudo-random generator and (2) taking advantage of the support for the hardware acceleration for AES that is available on many common platforms in order to mitigate common attacks to password-based user authentication systems. We also analyze their security characteristics, establishing that they are equivalent to the security of the core primitive (AES), and we compare their performance with well-known PBKDF algorithms, such as Scrypt and Argon2, with favorable results. Keywords: symmetric; encryption; password; hash; cryptography; PBKDF 1. Introduction Key derivation functions are employed to obtain one or more keys from a master secret. This is especially useful in the case of user passwords, which can be of arbitrary length and are unsuitable to be used directly as fixed-size cipher keys, so, there must be a process for converting passwords into secret keys. -
NCL Password Cracking--Key Getting Started You Can Install a Pre-Built Vmware VM from Here
NCL Password Cracking--Key Getting Started You can install a pre-built VMware VM from here. You just need to open the VM, not install it. The login credentials are kali, kali. https://www.offensive-security.com/kali-linux-vm-vmware-virtualbox-image-download/ Then read this excellent blog from NCL. https://cryptokait.com/2019/09/24/everything-you-need-to-know-about-password-cracking-for-the- national-cyber-league-games/ A Note about Hashcat Hashcat, and the older John the Ripper, keep a list of hashes they have already cracked. If the hash is in the list, it will not appear in the output. This can be confusing if you are having problems and run the same hash file repeatedly. If you think some cracked hashes are missing, look in .hashcat/hashcat.potfile in your home directory, or perhaps where you ran hashcat from. If you want to start from scratch, just delete .hashcat/hashcat.potfile A Crack to Start With This is from the paragraph in the NCL Blog, “Using a Pre-Made Wordlist on Kali.” Follow the procedure to unzip (actually Gnu unzip or gunzip) the password list from the rockyou.com breach (I moved rockyou.txt to my home directory instead of Downloads.) Then run the hashcat line, hashcat -m 0 {means the hashes are MD5} -a 0 {attack will be wordlist only} -o outputfile {where the output goes} hashlist pwlist Here are the hashes. 8549137cd494c22ae87eef3e18a46986 0f96a320a8c0bf7e3f6d375b0d9d3a4c 1a8cb8d148b513dfa1d285077fc4e3fb 22a313110bf5b84c0a58eecc27deaa30 e4fd50109f0e40e8c1a895d8e5c71199 These are easy and should crack in under a minute. Solution Save the hashes in a file on Kali. -
Key Derivation Functions and Their GPU Implementation
MASARYK UNIVERSITY FACULTY}w¡¢£¤¥¦§¨ OF I !"#$%&'()+,-./012345<yA|NFORMATICS Key derivation functions and their GPU implementation BACHELOR’S THESIS Ondrej Mosnáˇcek Brno, Spring 2015 This work is licensed under a Creative Commons Attribution- NonCommercial-ShareAlike 4.0 International License. https://creativecommons.org/licenses/by-nc-sa/4.0/ cbna ii Declaration Hereby I declare, that this paper is my original authorial work, which I have worked out by my own. All sources, references and literature used or excerpted during elaboration of this work are properly cited and listed in complete reference to the due source. Ondrej Mosnáˇcek Advisor: Ing. Milan Brož iii Acknowledgement I would like to thank my supervisor for his guidance and support, and also for his extensive contributions to the Cryptsetup open- source project. Next, I would like to thank my family for their support and pa- tience and also to my friends who were falling behind schedule just like me and thus helped me not to panic. Last but not least, access to computing and storage facilities owned by parties and projects contributing to the National Grid In- frastructure MetaCentrum, provided under the programme “Projects of Large Infrastructure for Research, Development, and Innovations” (LM2010005), is also greatly appreciated. v Abstract Key derivation functions are a key element of many cryptographic applications. Password-based key derivation functions are designed specifically to derive cryptographic keys from low-entropy sources (such as passwords or passphrases) and to counter brute-force and dictionary attacks. However, the most widely adopted standard for password-based key derivation, PBKDF2, as implemented in most applications, is highly susceptible to attacks using Graphics Process- ing Units (GPUs). -
Password Security - When Passwords Are There for the World to See
Password Security - When Passwords are there for the World to see Eleanore Young Marc Ruef (Editor) Offense Department, scip AG Research Department, scip AG [email protected] [email protected] https://www.scip.ch https://www.scip.ch Keywords: Bitcoin, Exchange, GitHub, Hashcat, Leak, OWASP, Password, Policy, Rapid, Storage 1. Preface password from a hash without having to attempt a reversal of the hashing algorithm. This paper was written in 2017 as part of a research project at scip AG, Switzerland. It was initially published online at Furthermore, if passwords are fed through hashing https://www.scip.ch/en/?labs.20170112 and is available in algorithms as is, two persons who happen to use the same English and German. Providing our clients with innovative password, will also have the same hash value. As a research for the information technology of the future is an countermeasure, developers have started adding random essential part of our company culture. user-specific values (the salt) to the password before calculating the hash. The salt will then be stored alongside 2. Introduction the password hash in the user account database. As such, even if two persons use the same password, their resulting The year 2016 has seen many reveals of successful attacks hash value will be different due to the added salt. on user account databases; the most notable cases being the attacks on Yahoo [1] and Dropbox [2]. Thanks to recent Modern GPU architectures are designed for large scale advances not only in graphics processing hardware (GPUs), parallelism. Currently, a decent consumer-grade graphics but also in password cracking software, it has become card is capable of performing on the order of 1000 dangerously cheap to determine the actual passwords from calculations simultaneously. -
UGRD 2015 Spring Bugg Chris.Pdf (464.4Kb)
We could consider using the Mighty Cracker Logo located in the Network Folder MIGHTY CRACKER Chris Bugg Chris Hamm Jon Wright Nick Baum Password Security • Password security is important. • Users • Weak and/or reused passwords • Developers and Admins • Choose insecure storage algorithms. • Mighty Cracker • Show real world impact of poor password security. OVERVIEW • We made a hash cracker. • Passwords are stored as hashes to protect them from intruders. • Our program uses several methods to ‘crack’ those hashes. • Networking • Spread work to multiple machines. • Cross Platform OTHER HASH CRACKING PRODUCTS • Hashcat • Cain and Abel • John the Ripper • THC-Hydra • Ophcrack • Network support is rare. WHAT IS HASHING • A way to encode a password to help protect it. • A mathematical one-way function. • MD5 hash • cf4ff726403b8a992fd43e09dd7b5717 • SHA-256 hash • 951e689364c979cc3aa17e6b0022ce6e4d0e3200d1c22dd68492c172241e0623 SUPPORTED HASHING ALGORITHMS • Current Algorithms • MD5 • SHA-1 • SHA-224 • SHA-256 • SHA-384 • SHA-512 WAYS TO CRACK • Cracking Modes • Single User • Network Mode • Methods of Cracking: • Brute Force • Dictionary • Rainbow Table • GUI or Console BRUTE FORCE • Systematically checking all possible keys until the correct one is found. • Worst case this would transverse the entire search space. • Slowest but will always find the solution if given enough time. DICTIONARY ATTACK • List of common passwords from leaks/hacks. • Many people choose common passwords • Written works of Shakespeare ~66,000 words • Oxford English Dictionary ~290,000 words • Small dictionary = 900,000 words • Medium dictionary = 14 million words • Large dictionary = 1.2 billion words RAINBOW TABLE • Can’t store all possible hash/key combinations. • 16 character key = 10^40th combinations • 10^50th atoms on earth • Rainbow tables • Reduced storage. -
Password Cracker Tutorial
Password cracker tutorial In cryptanalysis and computer security, password cracking is the process of recovering passwords[1] from data that has been stored in or transmitted by a computer system. A common approach (brute-force attack) is to repeatedly try guesses for the password and to check them against an available cryptographic hash of the password.[2] The purpose of password cracking might be to help a user recover a forgotten password (installing an entirely new password is less of a security risk, but it involves System Administration privileges), to gain unauthorized access to a system, or to act as a preventive measure whereby system administrators check for easily crackable passwords. On a file-by-file basis, password cracking is utilized to gain access to digital evidence to which a judge has allowed access, when a particular file's permissions are restricted. Time needed for password searches The time to crack a password is related to bit strength (see password strength), which is a measure of the password's entropy, and the details of how the password is stored. Most methods of password cracking require the computer to produce many candidate passwords, each of which is checked. One example is brute-force cracking, in which a computer tries every possible key or password until it succeeds. With multiple processors, this time can be optimized through searching from the last possible group of symbols and the beginning at the same time, with other processors being placed to search through a designated selection of possible passwords.[3] More common methods of password cracking, such as dictionary attacks, pattern checking, word list substitution, etc. -
LAB 1 – Cracking Weak Passwords
LAB 1 – Cracking weak passwords Introduction Password-based authenticaiton is still the most popular metod of access control. Methods based on passwords have numerous advantages: low implementation cost, ease of passwords change, reconfigurability, lack of any external systems to depend on. Passwords can be memorized, so it is not easy to steal them, unlike tokens or ID cards. Passwords are hard to recover, for example by means of reverse engineering, on condition that the password satisfies certain quality criteria. Passwords, which are short or too simple to guess, must not be used. This laboratory session aims to show the vulnerabilities to password-based authentication. We will evaluate passwords, which are too short or too simple. Short phrases or dictionary words must be avoided. This laboratory is not a hacking tutorial – its sole objective is to show, that common software can be used to break a passwod by brute force atatck or to recover it by other means, such as a dictionary attack. The lab also aims to show that strong passwords need to be enforced in all systems as a common security control, by means of an appropriate security policy. The methods and techniques presented here also aim to show administrators a few techniques to test the quality of a password, since a weak password presents considerable vulnerabiblity. Many network attacks follow some repetitive pattern: 1. Step 1: find login name and recover password of any user in the system. Contrary to many expectations, it is not difficult. Many users do not adhere to security principles, unless they are enforced.