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Deception Technology

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As technologies are advancing and it is said that data is new currency of the 21st century and so on.so to secure this currency the need of secure network which can has capacity or the ability  of early warning and defending the zero day attack is way more important.so this is where deception technology comes in a picture and following are the reason and views or the advice about deception technology "According to Sun Tzu, if an enemy has an incorrect view of the battlefield, they can be manipulated into manageable situations, " said Rick Moy, CMO of Acalvio. "This also applies in cybersecurity. If an attacker is spending time and energy breaking into a faux server, the defender is not only protecting valuable assets, but also learning about [the attacker's] objectives, tools, tactics and procedures." That one example lays out the basic premise behind deception tools and technologies. It follows Sun Tzu's advice: "When your enemy seeks an a
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Data Preprocessing for Machine learning in Python

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Data Preprocessing for Machine Learning in Python Data Preprocessing is a technique that is used to convert the raw data into a clean data set.  In simple words, pre-processing refers to the transformations applied to your data before feeding it to the algorithm.   Need of Data Preprocessing             QUALITY DATA : ( Low Quality of data  gives  Low Quality of mining  results                                 -  Quality decisions must be based on quality data       e.g., duplicate  or missing data may cause incorrect or even misleading statistics . Tasks of Data Preprocessing Different steps are involved for Data Preprocessing. These steps are described below - Data Cleaning This is the first step which is implemented in Data Preprocessing. In this step, the primary focus is on handling missing data, noisy data, detection, and removal of outliers, minimizing duplication and computed biases within the data. Data Integration This process is u
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