By T. J. O'Connor

Violent Python exhibits you the way to maneuver from a theoretical realizing of offensive computing suggestions to a realistic implementation. rather than counting on one other attacker's instruments, this ebook will educate you to forge your personal guns utilizing the Python programming language. This publication demonstrates the best way to write Python scripts to automate large-scale community assaults, extract metadata, and examine forensic artifacts. It additionally exhibits how you can write code to intercept and research community site visitors utilizing Python, craft and spoof instant frames to assault instant and Bluetooth units, and the way to data-mine renowned social media web content and ward off glossy anti-virus.

- Demonstrates tips to write Python scripts to automate large-scale community assaults, extract metadata, and examine forensic artifacts.

- Write code to intercept and study community site visitors utilizing Python. Craft and spoof instant frames to assault instant and Bluetooth devices.

- Data-mine well known social media web pages and steer clear of sleek anti-virus.

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She wants to find evidence that volatility, in contrast to some typical model assumptions, fluctuates over time and is far from being constant. The results should also be visualized. She mainly has to do the following: • Download Google stock price data from the Web. • Calculate the rolling standard deviation of the log returns (volatility). • Plot the stock price data and the results. These tasks are complex enough that not too long ago one would have considered them to be something for professional financial analysts.

Norton & Company, New York. • Patterson, Scott (2010): The Quants. Crown Business, New York. Further Reading | 23 CHAPTER 2 Infrastructure and Tools Infrastructure is much more important than architecture. — Rem Koolhaas You could say infrastructure is not everything, but without infrastructure everything can be nothing—be it in the real world or in technology. What do we mean then by infrastructure? In principle, it is those hardware and software components that allow the development and execution of a simple Python script or more complex Python applications.

A complete ecosystem has evolved around IPython that is so successful and appealing that users of other languages make use of the basic approach and architecture it provides. For ex‐ ample, there is a version of IPython for the Julia language. From shell to browser IPython comes in three flavors: Shell The shell version is based on the system and Python shell, as the name suggests; there are no graphical capabilities included (apart from displaying plots in a separate window). QT console This version is based on the QT graphical user interface framework (cf.

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