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Articles on Trending Technologies
Technical articles with clear explanations and examples
How to retrieve the last valid index from a series object using pandas series.last_valid_index() method?
The pandas series.last_valid_index() method is used to get the index of the last valid element from the given series object. This means the last_valid_index() method returns the index of the last non_null element of the series.It will return a single scalar based on the type of series index, and it will return None if the given series has all null/NA values or if it is empty. The method doesn’t have any parameters.Example 1Let’s create a pandas series object and retrieve the last valid index by using the last_valid_index() method.# importing packages import pandas as pd import numpy as np ...
Read MoreWhat is Database Security in information security?
Database security defines the collective measures used to protect and secure a database or database management software from unauthorized use and malicious cyber threats and attacks. Database security is a layer of information security. It is basically concerned with physical protection of information, encryption of data in storage and data remanence issues.Database security procedures are aimed at protecting not only the data internal the database, but the database management system and some applications that access it from intrusion, misuse of information, and damage.It is a general term that contains a multitude of procedure, tools and methodologies that provide security within ...
Read MoreWhat is Hardware Level Firewalls in information security?
Hardware firewalls use a physical appliance that facilitate in a manner same to a traffic router to intercept data packets and traffic requests before they are linked to the network's servers. Physical appliance-based firewalls like this excel at perimeter security by creating sure malicious traffic from external the network is intercepted before the company's network endpoints are unprotected to risk.A hardware firewall supports redundancy in firewall rules so that a mistake that accidentally enable malicious traffic by host-based firewall application doesn’t leave the complete system open. For instance, a covered device using included Microsoft Windows host-based firewall can “automatically” be ...
Read MorePalindrome Substring Queries in C++
In this tutorial, we need to solve palindrome substring queries of the given string. Solving palindrome substring queries is far more complex than solving regular queries in C++. It requires a far more complex code and logic.In this tutorial, we are provided string str and Q number of substring[L...R] queries, each with two values L and R. we aim to write a program that will solve Queries to determine whether or not substring[L...R] is a palindrome. We must decide whether or not the substring formed within the range L to R is a palindrome to solve each query. For example ...
Read MoreWhat is an Application-level Firewalls in information security?
An application firewall is a type of firewall that search, monitors and controls network, web and local system access and operations to and from an application or service. This type of firewall creates it possible to control and handle the operations of an application or service that is outside to the IT environment.Application firewalls secure application communications in a same manner that network firewalls take network communications. Because they are familiar of the languages applications use to transmit data, they can deny or change invalid or suspicious activities protecting organizations against attacks.An application firewall is generally used as an improvement ...
Read MoreHow to get the rows by using pandas series.first() method?
The pandas series.first() method is supposed to return initial periods based on the dates. By applying this method we can get the initial periods of the time series data based on a date offset.It has a parameter called offset and also we can mention the length of the offset data to select the rows within the limit.The first() method will return a now Series object with resultant rows and it will raise the TypeError if the index of the input series object doesn’t have the DatetimeIndex.Example 1In this following example, a series “s” is created by using the pandas DateTime ...
Read MoreWhat is a Screening Routers in information security?
The screening router firewall is called a network level or packet-filter firewall. Such a firewall works by screening incoming packets by protocol attributes. The protocol attributes screened can involve source or destination address, type of protocol, source or destination port, or multiple protocol-specific attributes.Screening routers are set up using rules to filter access using defined protocols or to and from predefined addresses, passing or rejecting an IP packet based on data included in the packet header.A screening router is an essential part of most firewalls. A screening router can be a commercial router or a host-based router with some sort ...
Read MoreHow does a packet filters work?
Packet filtering is cheap to implement. It should be understood that a packet filtering device does not support the same level of security as an application or proxy firewall. All except the most trivial of IP networks is composed of IP subnets and include routers. Each router is a potential filtering point. Because the value of the router has been absorbed, more cost for packet filtering is not needed.Packet filtering is suitable where there are simple security requirements. The internal (private) networks of some organizations are not highly segmented. Highly sophisticated firewalls are not essential for isolating one element of ...
Read MoreHow to retrieve rows of a series object by regular expression in the pandas filter method?
By using the regex parameter we can apply the regular expression to the filter() method and this helps to retrieve the rows of the series object. The basic working of series.filter() method in pandas series constructor is used to subset the rows of a series object based on the index labels.The parameter regex is used to define a search pattern (regular expression) that is used to retrieve the resultant rows.Example 1In this following example, we have created a series object using a list of integers and the index labels are created by using the pandas data range function.# importing pandas ...
Read MoreWhat is Packet Filtering in information security?
Packet filtering is controlling access to a network by inspecting the incoming and outgoing packets and letting them move or halting them depends on the IP address of the source and destination. Packet filtering is one technique for implementing security firewalls.Packet filtering is both a tool and a method that is a fundamental building structure of network security. It is a tool in that it is an instrument that aids in accomplishing a function. It is a technique because it is an approach of accomplishing a task.In the framework of a TCP/IP network, a packet filter watches every IP datagram, ...
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