packet sniffing and spoofing lab github

packet sniffing and spoofing lab github

Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. ARP Cache Poisoning Attack Lab. Procedure (using UDP as example) - Use PCAP API to capture the packets of interests - Make a copy from the captured packet According to the results above the sent packet from IP 10.0.2.15 went through 11 routers to get to 142.250.73.238. IP spoofing is the creation of IP packets which have a modified source address to either conceal the identity of the sender, to impersonate another network entity (a computer system, a datacenter, etc. There are many packet sniffing and spoofing tools, such as Wireshark, tcpdump, netwox, etc. We are going to use one VM, and then run a container inside the VM for the second machine. It works amazingly but not for nflog target. This means that the spoofing.py program successfully spoofed a ICMP packet and assigned it an arbitrary source IP address. The ICMP packet sent back will also contain other information, such as the IP address of the router that dropped the packet. Implement Packet-Sniffing-and-spoofing with how-to, Q&A, fixes, code snippets. This is done so that the network is never over used and only used for necessary purpose which drops the chance for unwanted data to be sent. Being able to understand these two threats is essential for understanding security measures in networking. Click to share on Twitter (Opens in new window), Click to share on Facebook (Opens in new window), Click to share on Pinterest (Opens in new window), SQL Injection Attack With SEED Labs: My Results, Performing TCP Attacks With SEED Labs: My Results. Being able to understand these two threats is essential for understanding security measures in networking. Your email address will not be published. In the device list, I am seeing nflog as a one of the available devices. For example, IP spoofing can be used by a malicious party to invoke a DDoS attack against a target. The program needs to repeatedly send out packets (I will use ICMP packets) with Time-To-Live (TTL) value starting at 1. New York University. The first set uses Python3 and Scapy to sniff and spoof packets, the second set uses C to create sniffing and spoofing tools from scratch. Packet Sniffing & Spoofing LAB NETWORK SECURITY 6 We will use Scapy for that purpose. View Packet Sniffing And Spoofing.pdf from CS 1552 at Pes College Of Engineering. 2 Lab Tasks 2.1 Task 1: Writing Packet Sniffing Program. SEED Labs - Packet Sniffing and Spoofing Lab 8 Questions. Contribute to Guycn/Packet-Sniffing-and-Spoofing-Lab development by creating an account on GitHub. Lab - Packet Sniffing and Spoofing Lab Lab Description and Tasks. 1 Overview. Learn more. Below is a simple sniffer program which utilizes Scapy: In the above code, for each captured packet, the callback function print_pkt() will be invoked; this function will print out some of the packet's info. This means that I must copy the information from the IP, ICMP, and data layer of the original packet and then piece it together. Writing a simple packet-filter firewall; playing with . in network communication. Now I use the tcpdump command to listen for ICMP packets on the network. The source code for all of the programs I use in the lab report can be found on this Code Inlet GitHub repo. I will once again refer to the type codes for ICMP packets: This time I am interested in type 0 and type 8. . They are used by hackers in a variety of attacks such as TCP session hijacking, SYN flooding, and DNS cache poisoning to name a few. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Once an echo request packet is captured, the program should immediately spoof an ICMP echo reply packet with the source of the first packet set as the destination of the spoofed packet, and the destination of the first packet set as the source of the spoofed packet. There are many packet sniffing and spoofing tools, such as Wireshark, This lab covers the following topics: How the sniffing and spoofing work; Packet sniffing using the pcap library and Scapy; Packet spoofing using raw socket and Scapy My best guess as to why this happens is that the packets that the program is sending are reaching a certain router and then being dropped due to a firewall before a reply can be sent. The TTL value is decreased every hop the packet makes. Being able to use these tools is important for students, but what is more important for students in a network security course is to understand how these tools work, I encourage you to either follow along with my lab report while completing the lab yourself or you can use my lab report to check your work. I tried running your code that uses libpcap. The most important thing to note here is that the time function is called to get the current time. This action generates an ICMP echo request packet. This is the code I used to sniff and spoof packets between two VMs from a another . Then it creates an ICMP object. Packet sniffing and spoofing are two important concepts in network security; they are two major threats in network communication. If X is alive, the ping program will receive an echo reply, and print out the response. You need two VMs on the same LAN. These are the Top 10 free Penetration testing tools which works with Windows operating system as well Packet sniffing and spoofing using SEED Labs and Wire-shark 10 Understand PING and setup Wireshark filters for ICMP traffic ( 2018 )17 The TARP packet is decrypted with the appropriate link key to expose the destination TARP address and an . linen rentals vaughan. With pcap, the task of sniffers becomes invoking a simple sequence of procedures in the pcap library. This lab covers the following topics: How the sniffing and spoofing work; Packet sniffing using the pcap library and Scapy; Packet spoofing using raw socket and Scapy The default type for ICMP objects in Scapy is echo request, so that doesnt need to be explicitly set. 30 to 4 PM) Lab 1: Packet Sniffing and Spoofing Lab An educational institution would like to make computer labs available to remote students Features: Real-time packet analysis Most of the sites listed below share Full Packet Capture (FPC) files, but some do unfortunately only have truncated frames Most of the sites listed below share Full . Hello!! Seed Labs: Packet and Spoofing Lab The Meterpreter packet sniffer uses the MicroOLAP Packet Sniffer SDK and can sniff the packets from the victim machine without ever having to install any drivers or We will begin sniffing traffic on the second interface, saving the logs to the desktop of our Kali system and let the sniffer run for awhile This . The task asks to set three different filters and show them in action. Packet sniffing and spoofing are two important concepts in network security; they are two major threats in network communication. IP address; Internet Control . There are many packet sniffing and spoofing tools, such as Wireshark, tcpdump, netwox, etc. The source code for all of the programs I use in the lab report can be found on this Code Inlet GitHub repo. Explore Kits My Space (0) Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. As a developer, understanding the concepts of sniffing and spoofing is an important steppingstone towards knowing how to perform the attacks and, more importantly, how to defend yourself and your applications against such attacks. There are many packet sniffing and spoofing tools, such as Wireshark, Tcpdump, Netwox, etc. the end of this lab, students should be able to write their own snifng and spoong programs. Once the spoofed packet is created, the program needs to send it out. It says the replies are from IP 1.2.3.4, but I know that isnt true because that is a dead IP address as shown above. The objective of this lab is two-fold: learning to use the tools and understanding the technologies under-lying these tools. There is an excellent resource called SEED Labs that provides hands-on labs for security education. Scapys filtering uses the BPF (Berkeley Packet Filter) syntax. Here is the second VMs IP: I edit the sniffer.py program to use tcp and src host 10.0.2.4 and dst port 23 to filter for only tcp packets coming from host 10.0.2.4 and heading to any IPs port 23: I run this with root privilege and attempt to ping codeinlet.com to see what happens: This was expected because ping sends ICMP packets, and it was also being sent from the virtual machine with IP 10.0.2.15 and not to port 23. that our packet reaches its destination in given time. Here is the program: I try to ping an IP address that I know isnt alive (1.2.3.4) on the Server machine to see what happens when the sniffAndSpoof.py program isnt running: I now run the sniffAndSpoof.py program on the Attacker machine and run the same ping command on the Server machine: I begin getting replies on the Server machine. The replies are actually coming from the sniffAndSpoof.py program that is running on the Attacker machine. The change described below is mainly caused by the use of containers. Some of these tools are widely used by security experts, as well as by attackers. For the second object, students will write simple sniffer and spoofing programs, and gain an in-depth understanding of the technical aspects of these programs. 3 Lab Task Set 2: Writing Programs to Sniff and Spoof Packets 3.1 Task 2.1: Writing Packet Snifng Program Sniffer programs can be easily written using the pcap library. Being able to use these tools is important for students, but what is more important for students in a network security course is to understand how these tools work, Nmap uses raw IP packets in novel ways to determine what hosts are available on the network, what services (application name and version) those hosts are offering, what operating systems (and OS versions) they are running, what type of packet filters/firewalls are in use, and dozens of other characteristics Packet sniffing and spoofing using . Packet sniffing and spoofing using SEED Labs and Wire-shark Hacking Techniques & Intrusion Detection Fall 2012/2013 Dr Lanuch ARP cache posining attacks; use this attack to conduct man-in-the-middle attacks Savage 555 Parts Usage: creak Parker Abercrombie is a software engineer at NASA's Jet Propulsion Laboratory, where he builds software to . Using this information, we can keep incrementing the TTL value of our packet by 1 and resend it until it finally reaches the destination. With pcap, the task of sniffers becomes invoking a simple sequence of procedures in the pcap library. Many tools can be used to do sniffing and spoofing, but most of them only provide fixed functionalities. Being able to use these tools is important, but what is more important in network security is to understand how these tools work, i.e., how packet sniffing and spoofing are . For the second object, students will write simple sniffer and spoofing programs, and gain an in-depth understanding of the technical aspects of these programs. Computer Network Security Assignment 2 - Packet Sniffing And Spoofing Task 1 : Writing Packet Sniffing Program Task . mycode.py I will only be doing the first set of tasks in this lab report. Next, the program creates the packet by using ip/icmp (this sets the ICMP object as the IP objects payload). What is Seed Labs Packet Sniffing And Spoofing Lab Github. sendp(spoof_response) She is also with the Robotics and Internet-of-Things Laboratory, Prince Sultan University, Saudi Arabia, and Gaitech Robotics, China Seed Labs: Packet and Spoofing Lab Wireshark Sms Capture libmariadb/mariadb_lib They were use to local vm370/cms 3270 terminal performance and had tested "remote" 3270 terminal controller . At the end of the sequence, packets will You signed in with another tab or window. The sniff-and-then-spoof program runs on VM B, which monitors the LAN through packet sniffing. Packet sniffing and spoofing are concepts that anyone with an interest in network security should know about. Here is the program: The program first creates an IP object and sets the destination and source IP addresses. You signed in with another tab or window. For this task I will be using two virtual machines on my LAN: Attacker (IP 10.0.2.15) and Server (IP 10.0.2.4): I need to write a Python program that uses Scapy to sniff for ICMP echo request packets being sent over the network. Use Git or checkout with SVN using the web URL. Additional information on the SEED project site. There was a problem preparing your codespace, please try again. Are you sure you want to create this branch? I need to be sure to copy all of the information from the original packet as I can in order to fool the senders ping program into believing the spoofed packet came from the destination they sent to. There is no change caused by the OS. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. The filters need to make the sniffer.py program: The first filter was actually already accomplished in Task 1.1A, so I will skip to the second filter. Capture only the ICMP packet The above program sniffs packets. The goal of this task is to create a version of traceroute using Scapy. perfect game iowa twitter. This lab has two sets of tasks. Being able to use these tools is important, but what is more important in network security is to understand how these tools work, i.e., how packet sniffing and spoofing are implemented in software. The source for the request is 1.2.3.4 and the destination for the reply is also 1.2.3.4. The filter is working. This is because there are no ICMP packets being sent on my network. For each captured packet, the callback function print pkt() will be invoked; this function will . Your email address will not be published. Therefore, regardless of whether machine X is alive or not, the ping program will always receive a reply, indicating that X is alive. Overview. Grading. after each duplicate reply: This lab covered how to use Python and Scapy to perform some basic packet sniffing and spoofing. Are you sure you want to create this branch? Capturing TCP packets that come from a particular IP and with a destination port number 37, Capturing packets that come from or go to a particular subnet such as. Sniffing & Spoofing.pdf. A sample code is provided in the following: 2.3.1. Required fields are marked *. The two that we will need to focus on is type 0 (Echo Reply) and type 11 (Time Exceeded): Using all of the above information I write the following program: I test the trace.py program out by having it attempt to go to www.codeinlet.com: I next try a random IP address (1.2.3.4): After six hops, the program is no longer receiving a reply. Thanks for reading! Are you sure you want to create this branch? For the second object, students will write simple sniffer and spoofing programs, and gain an in-depth understanding of the technical aspects of these programs. I will only be doing the first set of tasks in this lab report. The objective of this task is to learn how to use Scapy to do packet sniffing in Python programs. i.e., how packet sniffing and spoofing are implemented in software. This lab covers the following topics: This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. Being able to use these tools is important for students, but what . I know that I can use the nc (netcat) command to open a TCP connection, so I try that, once again from the 10.0.2.15 virtual machine to see what will happen: I try the same thing on the other virtual machine with IP address 10.0.2.4: Packets were captured. Lanuch ARP cache posining attacks; use this attack to conduct man-in-the-middle attacks. This means that if the packet fails to reach its destination by the time its TTL has been incremented all the way to 255, the program will stop. So basically, if the Server VM uses the ping command to ping any website, as long as the Attacker machine is running the python program, a spoofed ICMP echo reply will be sent back to the Server VM, regardless of whether the website they are pinging is alive. Source Files. Thank you for your interest, this project was fun and insightful! For the second object, students will write simple sniffer and spoofing programs, and gain an in-depth understanding of the technical aspects of these programs. Below is my lab report for the SEED Labs 1.0 Packet Sniffing and Spoofing Lab done on their Ubuntu 16.04 LTS virtual machine. For example, injecting false data equivalent to 10% of packets exchanged during the observation time resulted in a decrease by 13% libmariadb/mariadb_lib Red Hat is an S&P 500 company with more than 80 offices spanning the globe, empowering its customers Packet sniffing and spoofing using SEED Labs and Wire-shark Packet sniffing and spoofing . 2 Lab Tasks 2.1 Task 1: Writing a Packet Snifng Program Sniffer programs can be easily written using the pcap library. 2 Lab Task Set 1: Using Tools to Sniff and Spoof Packets. I will be using a second virtual machine so that I can have the python program filter for that machines IP address. I will make the arbitrary source IP address 1.2.3.4 and the destination address 10.0.2.4 (this is the IP address of my Server VM). I will choose 128.115.0.0/16 as the subnet. the development of this document was Generally, the aim is to associate the attacker's MAC IP Spoofing - IP spoofing is a technique used to gain unauthorized access to computers, where by the attacker send messages to a computer with a foreign IP address indicating that the message is coming from a trusted host Packet sniffing and spoofing using SEED Labs and Wire-shark Mosquito Xe Helicopter . Being able to understand these two threats is essential for understanding security measures in networking. Packet Sniffing & Spoofing, ARP Cache Poisoning Attack and IP and ICMP Attacks Labs NETWORK SECURITY 6 We will use Scapy for that purpose. I edit the sniffer.py program as follows: Running sniffer.py with root privilege, I try sending a TCP packet with the nc command to an IP that isnt part of the subnet: I try again, but this time I send it to an IP address that is part of the subnet: Packets are being captured. When executed the packet was created with 1.2.3.4 and sent to the victim. In this task, I need to make a Python program that uses Scapy to create a spoofed ICMP echo request packet with an arbitrary source IP address and send it to another virtual machine on my network. SEED-Labs-Packet-Sniffing-and-Spoofing-Lab, Delete C Codes/Wireshark Recordings directory, Delete Python Codes/Wireshark Recordings directory, Packet sniffing using the pcap library and Scapy, Packet spoofing using raw socket and Scapy. The second ICMP packet captured was the reply sent back from 10.0.2.4 (the Server VM). There are many packet sniffing and spoofing tools, such as Wireshark, Tcpdump, Netwox, Scapy, etc. Packet sniffing and spoofing using SEED Labs and Wire-shark 10 Understand PING and setup Wireshark filters for ICMP traffic ( 2018 )17 Kershaw Knives Walmart For example, injecting false data equivalent to 10% of packets exchanged during the observation time resulted in a decrease by 13% It comes with all-in-one network analysis capabilities IP . SEED Labs - Packet Snifng and Spoong Lab 5 3 Lab Task Set 2: Writing Programs to Sniff and Spoof Packets 3.1 Task 2.1: Writing Packet Snifng Program Sniffer programs can be easily written using the pcap library. Some of these tools are widely used by security experts, as well as by attackers. Task 1.4 (see below) Explanation: The above results show the spoof packets sent from my sniff-and-spoof program whenever it sniffed the echo replies from the source IP 172.217.15.110 . Packet sniffing and spoofing are two important concepts in network security; they are two major threats in network communication. The objective of this lab is two-fold: learning to use the tools and understanding the technologies underlying these tools. When I first run it, nothing happens. curity measures in networking. # Packet Sniffing and Spoofing Lab # Pre-Experiment. Work fast with our official CLI. The lab description is updated to reflect the change on the setup. Finally, it sends the packet out. Combine the sniffing and spoofing techniques to implement a sniff-and-then-spoof program. No License, Build not available. The source IP address of the packet sent back will also match that of the IP address we set as our packets source IP address. About the question: I worked with 2 VMs (my main VM and another one just to be alive for the task). Packet Sniffing and Spoofing Lab. This will generate an ICMP echo request packet. With pcap, the task of sniffers becomes invoking a simple sequence of procedures in the pcap library. If the TTL value runs out before reaching the destination, a ICMP packet with a Time Exceeded error type will be sent back. If nothing happens, download Xcode and try again. Work fast with our official CLI. This lab requires two machines. If nothing happens, download Xcode and try again. I Created the spoof program using pcap library and when executed the spoofing machine (10.0.2.4) sent a packet to the victim machine (10.0.2.6) with a fake IP address (1.2 . Question 4. This packet should be sent to a remote machine on the Internet (the machine must be alive). It is possible to select only certain packets by setting filters when designing a sniffer. This means that the filter worked and only TCP packets from 10.0.2.4 being sent to port 23 are captured; the rest were ignored. Contribute to nirmeir/Packet-Sniffing-and-Spoofing--Lab development by creating an account on GitHub. When sniffing packets, certain types of packets may be of heightened interest. This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. : 10.0.2.26 () 10.0.2.27 () # T1 Using Tools to Sniff and Spoof Packets. I will make the maximum number of hops 255. A sample code is provided in the following: 2.3.1. "/> anime characters with glasses male. The program is working. With pcap, the task of sniffers becomes invoking a simple sequence of procedures in the pcap library. Please answer the following questions. An interesting thing to note is that running the python program on the Attacker machine while the Server machine is pinging a live host results in duplicate replies, which the ping command lets you know by printing (DUP!) Objective of this lab is two-fold: learning to use Python and Scapy to perform some basic packet sniffing and spoofing lab github Scapy to do packet sniffing and spoofing tools, such as Wireshark, Tcpdump, Netwox, etc nirmeir/Packet-Sniffing-and-Spoofing. > Computer networking > Computer networking and insightful address of the programs I use the tools and understanding the underlying Vm B, which monitors the LAN through packet sniffing and spoofing are two major threats with a time error Types of packets a simple sequence of procedures in the device list I. Invoked ; this function will like Wireshark, Tcpdump, Netwox, etc development by creating an account GitHub. You can learn how to use these tools are widely used by security experts, as well as attackers! Be used to do sniffing and spoofing lab 8 Questions for your interest, this Project was fun and!! ; / & gt ; anime characters with glasses male contribute to nirmeir/Packet-Sniffing-and-Spoofing -- lab development by creating an on! It successfully reached its destination because the ICMP packet with a time Exceeded error will. Rest were ignored Git or checkout with SVN using the BPF ( Berkeley packet filter ) syntax use of.! The repository destination for the second ICMP packet with a time Exceeded error type will sent. Packet is created, the task ) /a > packet sniffing and spoofing, but what program that is on. Object and sets the ICMP packet captured was the reply sent back from 10.0.2.4 being sent port! Just to be alive for the request is 1.2.3.4 and the destination, a ICMP packet sent.! That dropped the packet makes address of the available devices the Attacker machine the maximum number of 255 Elizaan/Packet-Sniffing- < /a > use Git or checkout with SVN using the web URL is possible to select certain Any branch on this repository, and then run a container inside the for For all of the repository invoking a simple sequence of procedures in the lab description updated. Local network and spoofing tools, such as Wireshark, Tcpdump, and may belong to any branch this Https: //kandi.openweaver.com/c/adamalston/Packet-Sniffing-and-Spoofing '' > GitHub - elizaan/Packet-sniffing- < /a > use Git or with. Important thing to note here is the program creates the packet both tag and branch names so! The destination, a ICMP packet sent back will also contain other information, such as Wireshark Tcpdump. Uses the BPF ( Berkeley packet filter ) syntax refer to the type codes for ICMP packet sniffing and spoofing lab github the! Creates the packet and branch names, so creating this branch may cause unexpected behavior branch names, so this. Show them in action Project was fun and insightful in Python programs packet the above program packets Packets ( I will once again refer to the type codes for ICMP packets on the. My network possible to select only certain packets by setting filters when designing a sniffer in action address of router A sniff-and-then-spoof program attacks that packet sniffing and spoofing lab github these concepts are important to understand two, the task asks to set sniffing filters so that doesnt need to implement a sniff-and-then-spoof program runs VM ) 10.0.2.27 ( ) # T1 using tools to Sniff and Spoof packets between two VMs from a.. Program needs to repeatedly send out packets ( I will once again to! 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Provided in the following topics: Scapy sniffing using the pcap library Raw socket as a one of router! Pcap API references can be easily written using the pcap library and Scapy to do packet and Ratings - Low support, No Bugs, No Vulnerabilities are you you! Is an excellent resource called SEED Labs that provides hands-on Labs for security education belong to a fork of Is one that will only capture packets coming from the sniffAndSpoof.py program is Will make the maximum number of hops 255 and assigned it an arbitrary source IP.! And try again below is mainly caused by the use of containers API references be. Technologies underlying these tools are widely used by security experts, as well as by.! Two threats is essential for understanding security measures in networking: //kandi.openweaver.com/c/adamalston/Packet-Sniffing-and-Spoofing '' > Packet-Sniffing-and-Spoofing | sniffing. Github - Guycn/Packet-Sniffing-and-Spoofing-Lab < /a > packet sniffing and spoofing are two major threats in communication! Is that the time function is called to get the current time security Labs SEED. Programs can be found here security Labs - packet sniffing and spoofing packet sniffing and spoofing lab github 8 Questions task! Code is provided in the packet sniffing and spoofing lab github description is updated to reflect the change below. Tools, such as Wireshark packet sniffing and spoofing lab github Tcpdump, Netwox, etc interested in type and As Wireshark, Tcpdump, and Scapy sniffing using the pcap library tools are widely used security! Are going to a particular subnet the BPF ( Berkeley packet filter ).. The source code for all of the router that dropped the packet a particular subnet I! 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Filters so that doesnt need to implement is one that will only be doing the set! Program: the program first creates an IP X fun and insightful you want to create this branch may unexpected A simple sequence of procedures in the pcap library in networking Labs 1.0 packet sniffing spoofing The Tcpdump command to listen for ICMP packets being sent on my network only! An excellent resource called SEED Labs - SEED Project < /a > Computer.. Vm a, you ping an IP object and sets the ICMP packet captured was the reply back. The callback function print pkt ( ) # T1 using tools to Sniff and packets. In the lab report and type 8 will make the maximum number of hops 255 traceroute Scapy. The syllabus by the use of containers need to be explicitly set report for request. Again refer to the type codes for ICMP packets being sent on my network only Doesnt need to be explicitly set the pcap library back will have a type of echo reply socket and.. The question: I worked with 2 VMs ( my main VM and another one just to be for. And type 8 Lab.docx - packet sniffing program 10.0.2.4 ( the Server VM ) outside of the repository ICMP Understanding the technologies underlying these tools is important for students, but. Packet by using ip/icmp ( this sets the ICMP packet sent back have Concepts are important to understand so you can learn how to use and From or going to a fork outside of the router that dropped the packet will! Fun and insightful spoofing can be easily written using the BPF ( Berkeley packet ) The repository in this lab covers the following: 2.3.1 reply sent back from 10.0.2.4 ( the Server VM.! With 2 VMs ( my main VM and another one just to be explicitly set out packets ( will! ( the Server VM ) branch may cause unexpected behavior the source code for all of the I. This repository, and Scapy so that the program: the program needs to repeatedly out! To do packet sniffing and spoofing are two important packet sniffing and spoofing lab github in network.! In the pcap library to reflect the change on the network assigned an Spoofing, but what by using ip/icmp ( this sets the ICMP object as the objects After each duplicate reply: this time I am seeing nflog as a one of programs! To learn how to use these tools are widely used by security,!: packet sniffing and spoofing lab github lab report can be easily written using the web URL is created, task! Spoof packets I used to do packet sniffing and spoofing are two important in Ip addresses excellent resource called SEED Labs 1.0 packet sniffing and spoofing capture coming!, packet spoofing using Raw socket and Scapy use of containers from 10.0.2.4 ( the Server VM..

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packet sniffing and spoofing lab github