This document proposes a threat detection system using a camera-equipped drone and deep learning. The system has two main modules: 1) A threat detector module that uses the YOLO object detection algorithm to detect threats in video frames captured by the drone camera. 2) A threat identifier module that uses a convolutional neural network to identify the specific type of any threats detected. The system is designed to run on computing hardware on the drone and report detections to a ground control station. Experimental results show the threat detector module can accurately detect threats in test images not used for training.
Drone Guardian: Countering the drone threat to commercial airportsNicholas Meadows
L3 Technologies is currently live trailing its pioneering Drone Guardian technology in both commercial and non-commercial settings. Our whitepaper explores the risk factors associated with drones at commercial airports and considers how a flexible and scalable system such as Drone Guardian can be deployed to counter an ever-growing threat from the illegal and hostile use of both commercial and military drones.
Unmanned Aircraft Systems (UAS) pose an increasing threat to the aviation sector due to the rapid proliferation of the technology into civilian hands. UAS can be weaponized by malicious actors, while non-malicious UAS operators may inadvertently interfere with aviation-related activities. There have been numerous aviation-related incidents involving UAS in recent years.
As drones continue to advance in capabilities
and come into wider and wider use by both
legitimate users and by malicious actors, it is
essential that law enforcement, corrections,
security and military professionals increase
their levels of knowledge and preparedness
regarding drone threats, including the art
and science of drone forensics.
The Need for Drone Forensic Investigation Standardisation (Evangelos Mantas) ...DroneSec
Evangelos Mantas (Infili Intelligence)
Talk Recording: https://www.youtube.com/watch?v=W0ZNpj7QZtM
The Global Drone Security Network (GDSN) is the only event of its kind focusing on Cyber-UAV security, Drone Threat Intelligence, Counter-UAS, and UTM security. Watch the full recording here: https://www.youtube.com/watch?v=vZ6sRr65cSk
Speaker: https://www.linkedin.com/in/evangelos-mantas-0aa82619a/
DroneSec is a cyber-uav security and threat intelligence company who hosted this second series of the GDSN community event.
https://dronesec.com/
Drone Security & Law Enforcement (Chris Church) - DroneSec GDSN#2DroneSec
Speaker: Christopher Church (INTERPOL)
Talk Recording: https://www.youtube.com/watch?v=eaUIk5_5aKI
The Global Drone Security Network (GDSN) is the only event of its kind focusing on Cyber-UAV security, Drone Threat Intelligence, Counter-UAS, and UTM security.
Speaker profile:
https://www.linkedin.com/in/christopher-church-aa7aa144/
DroneSec is a cyber-uav security and threat intelligence company who hosted this second series of the GDSN community event..
https://dronesec.com/
DRONES THE NEW WEAPON OF CHOICE - ALSO FOR HACKERSReputelligence
My talk will be about drone threats in general and how you can assess drone based threats. I will show the comprehensive threat assessment methodology and the countermeasures you can take against the drone threat. The threat assessment is based on a catalog of about 140 items. Particularly interesting will be looking at the drone threats in relation to:
Planting payload at specific locations (i.e. hacking equipment transported to target location for instance)
Tampering communication equipment with the help of drones
Insider threat communicate with an insider with the help of a drone
Hacking the communication of a drone
Privacy violations
etc.
The State of Drone Security – Analysing 1000+ drone incidents (Mike Monnik) -...DroneSec
Mike Monnik (DroneSec)
Talk Recording: https://www.youtube.com/watch?v=-zuJerGWTWs
The Global Drone Security Network (GDSN) is the only event of its kind focusing on Cyber-UAV security, Drone Threat Intelligence, Counter-UAS, and UTM security. Watch the full recording here: https://www.youtube.com/watch?v=vZ6sRr65cSk
Speaker: https://www.linkedin.com/in/mike-monnik-23026a75/
DroneSec is a cyber-uav security and threat intelligence company who hosted this second series of the GDSN community event.
https://dronesec.com/
Drone Guardian: Countering the drone threat to commercial airportsNicholas Meadows
L3 Technologies is currently live trailing its pioneering Drone Guardian technology in both commercial and non-commercial settings. Our whitepaper explores the risk factors associated with drones at commercial airports and considers how a flexible and scalable system such as Drone Guardian can be deployed to counter an ever-growing threat from the illegal and hostile use of both commercial and military drones.
Unmanned Aircraft Systems (UAS) pose an increasing threat to the aviation sector due to the rapid proliferation of the technology into civilian hands. UAS can be weaponized by malicious actors, while non-malicious UAS operators may inadvertently interfere with aviation-related activities. There have been numerous aviation-related incidents involving UAS in recent years.
As drones continue to advance in capabilities
and come into wider and wider use by both
legitimate users and by malicious actors, it is
essential that law enforcement, corrections,
security and military professionals increase
their levels of knowledge and preparedness
regarding drone threats, including the art
and science of drone forensics.
The Need for Drone Forensic Investigation Standardisation (Evangelos Mantas) ...DroneSec
Evangelos Mantas (Infili Intelligence)
Talk Recording: https://www.youtube.com/watch?v=W0ZNpj7QZtM
The Global Drone Security Network (GDSN) is the only event of its kind focusing on Cyber-UAV security, Drone Threat Intelligence, Counter-UAS, and UTM security. Watch the full recording here: https://www.youtube.com/watch?v=vZ6sRr65cSk
Speaker: https://www.linkedin.com/in/evangelos-mantas-0aa82619a/
DroneSec is a cyber-uav security and threat intelligence company who hosted this second series of the GDSN community event.
https://dronesec.com/
Drone Security & Law Enforcement (Chris Church) - DroneSec GDSN#2DroneSec
Speaker: Christopher Church (INTERPOL)
Talk Recording: https://www.youtube.com/watch?v=eaUIk5_5aKI
The Global Drone Security Network (GDSN) is the only event of its kind focusing on Cyber-UAV security, Drone Threat Intelligence, Counter-UAS, and UTM security.
Speaker profile:
https://www.linkedin.com/in/christopher-church-aa7aa144/
DroneSec is a cyber-uav security and threat intelligence company who hosted this second series of the GDSN community event..
https://dronesec.com/
DRONES THE NEW WEAPON OF CHOICE - ALSO FOR HACKERSReputelligence
My talk will be about drone threats in general and how you can assess drone based threats. I will show the comprehensive threat assessment methodology and the countermeasures you can take against the drone threat. The threat assessment is based on a catalog of about 140 items. Particularly interesting will be looking at the drone threats in relation to:
Planting payload at specific locations (i.e. hacking equipment transported to target location for instance)
Tampering communication equipment with the help of drones
Insider threat communicate with an insider with the help of a drone
Hacking the communication of a drone
Privacy violations
etc.
The State of Drone Security – Analysing 1000+ drone incidents (Mike Monnik) -...DroneSec
Mike Monnik (DroneSec)
Talk Recording: https://www.youtube.com/watch?v=-zuJerGWTWs
The Global Drone Security Network (GDSN) is the only event of its kind focusing on Cyber-UAV security, Drone Threat Intelligence, Counter-UAS, and UTM security. Watch the full recording here: https://www.youtube.com/watch?v=vZ6sRr65cSk
Speaker: https://www.linkedin.com/in/mike-monnik-23026a75/
DroneSec is a cyber-uav security and threat intelligence company who hosted this second series of the GDSN community event.
https://dronesec.com/
Each week DroneSec releases a summary of the last week's incidents and reports regarding drone security.
This edition is free for public use. To receive similar reports like these, subscripe here: https://dronesec.com/pages/dronesec-notify
To view the Threat Intelligence platform, view more information here: https://dronesec.com/pages/notify
Federal Aviation Administration (FAA) is responsible for overseeing the US National Airspace System, which comprises ATC systems, procedures, facilities, and aircraft, and the people who operate them. FAA is implementing Next Generation Air Transportation System (NextGen) to move the current radar-based air-traffic control (ATC) system to one that is based on satellite navigation and automation. It is essential that FAA ensures effective information-security controls are incorporated in the design of NextGen programs to protect them from threats. This talk discusses the threats FAA faces and the cyber security controls adopted by FAA in implementation of these NextGen Air Transportation System.
Summary of problems and research results on the problem of verifying multimedia content on the Internet. Includes results from the REVEAL and InVID research projects. Presented at the Technology Forum, Thessaloniki, May 16, 2018.
Using Drones in Utilities - Current use cases, some 'features' & the future o...Kevin O'Donovan
Using Drones in Utilities presentation delivered at CIGRE Israel UAV Seminar on 30th July in Tel Aviv.
Posted as is without audio.
For any comments/questions, contact me on LinkedIN or Twitter.
An Update on Drone Regulations - EU U-Space & US UTM ...Kevin O'Donovan
An update on Drone Regulations - EU U-Space & US UTM update delivered at CIGRE Israel UAV Seminar on 30th July in Tel Aviv.
Posted as is without audio.
For any comments/questions, contact me on LinkedIN or Twitter.
The presentation describes the technology which is been used for national security. These are the most powerful technology to prevent from danger. We could find new technology which has not been seen.
Do you think malware is only a threat to PCs and desktops? Think again...
Mobile malware is all the rage among cyber criminals. The potential threat from mobile malware is only just beginning to come onto the radar for many organizations. But the popularity of Android devices makes them an increasingly attractive target for malware writers. Learn what you can do to keep mobile malware at bay.
Cybersecurity - Dominic Nessi, Former CIO, Los Angeles World AirportsSITA
In the digital age of air transport – with its ever-more connected industry operations, passengers and aircraft – air transport faces a constant threat of cyber attacks, both on the critical infrastructure that keeps the wheels of air travel in motion, and on passenger data. The spotlight on threat intelligence, identity protection, data privacy and security in air transport has never been more intense. As we navigate deepening ‘lakes’ of data to become smarter at every step, how do we protect our operations and passengers, ensuring the utmost security and resilience across the air transport community?
ClearSpace Aeronautics (CSA) is a futuristic Drone (sUAS) Aviation, Aeronautics and Aerospace Company. It’s the home of the first DRONE AVIATION DEFENSE SYSTEMTM that protects Aircraft from Drones by keeping Drones away from Aircraft flight paths to prevent catastrophic Drone collisions with Aircraft and save lives. The Drone Aviation Defense System is part of CSA’s Drone Defense System Core which uses propriety algorithms, sensors, firmware and devices to equip the “Drone Avionics Radar” (DAR), which is the only proactive Drone Radar System.
This presentation was given to Florida URISA via webinar on February 13, 2014 by Bill Emison, Senior Account Manager for Merrick & Company of Greenwood Village, Colorado. The purpose of this webinar was to provide an objective and practical review of current unmanned airborne mapping capabilities in the United States.
Outsmarting Hackers before your App gets Hacked - iOS Conf SG 2016Subho Halder
Mobile App Security is an issue which isn’t given much priority while your app is in the development stage, as a result of which hackers are able to target your iOS app.
This talk will feature the most common security mistake developers do, and how to fix them easily. It will also cover different security & privacy enhancements provided by Apple such as SecKey API, Differential Privacy, Cryptographic Libraries, et cetera in iOS 10 which will enable developers to ship secure applications in the Appstore
Each week DroneSec releases a summary of the last week's incidents and reports regarding drone security.
This edition is free for public use. To receive similar reports like these, subscripe here: https://dronesec.com/pages/dronesec-notify
To view the Threat Intelligence platform, view more information here: https://dronesec.com/pages/notify
Federal Aviation Administration (FAA) is responsible for overseeing the US National Airspace System, which comprises ATC systems, procedures, facilities, and aircraft, and the people who operate them. FAA is implementing Next Generation Air Transportation System (NextGen) to move the current radar-based air-traffic control (ATC) system to one that is based on satellite navigation and automation. It is essential that FAA ensures effective information-security controls are incorporated in the design of NextGen programs to protect them from threats. This talk discusses the threats FAA faces and the cyber security controls adopted by FAA in implementation of these NextGen Air Transportation System.
Summary of problems and research results on the problem of verifying multimedia content on the Internet. Includes results from the REVEAL and InVID research projects. Presented at the Technology Forum, Thessaloniki, May 16, 2018.
Using Drones in Utilities - Current use cases, some 'features' & the future o...Kevin O'Donovan
Using Drones in Utilities presentation delivered at CIGRE Israel UAV Seminar on 30th July in Tel Aviv.
Posted as is without audio.
For any comments/questions, contact me on LinkedIN or Twitter.
An Update on Drone Regulations - EU U-Space & US UTM ...Kevin O'Donovan
An update on Drone Regulations - EU U-Space & US UTM update delivered at CIGRE Israel UAV Seminar on 30th July in Tel Aviv.
Posted as is without audio.
For any comments/questions, contact me on LinkedIN or Twitter.
The presentation describes the technology which is been used for national security. These are the most powerful technology to prevent from danger. We could find new technology which has not been seen.
Do you think malware is only a threat to PCs and desktops? Think again...
Mobile malware is all the rage among cyber criminals. The potential threat from mobile malware is only just beginning to come onto the radar for many organizations. But the popularity of Android devices makes them an increasingly attractive target for malware writers. Learn what you can do to keep mobile malware at bay.
Cybersecurity - Dominic Nessi, Former CIO, Los Angeles World AirportsSITA
In the digital age of air transport – with its ever-more connected industry operations, passengers and aircraft – air transport faces a constant threat of cyber attacks, both on the critical infrastructure that keeps the wheels of air travel in motion, and on passenger data. The spotlight on threat intelligence, identity protection, data privacy and security in air transport has never been more intense. As we navigate deepening ‘lakes’ of data to become smarter at every step, how do we protect our operations and passengers, ensuring the utmost security and resilience across the air transport community?
ClearSpace Aeronautics (CSA) is a futuristic Drone (sUAS) Aviation, Aeronautics and Aerospace Company. It’s the home of the first DRONE AVIATION DEFENSE SYSTEMTM that protects Aircraft from Drones by keeping Drones away from Aircraft flight paths to prevent catastrophic Drone collisions with Aircraft and save lives. The Drone Aviation Defense System is part of CSA’s Drone Defense System Core which uses propriety algorithms, sensors, firmware and devices to equip the “Drone Avionics Radar” (DAR), which is the only proactive Drone Radar System.
This presentation was given to Florida URISA via webinar on February 13, 2014 by Bill Emison, Senior Account Manager for Merrick & Company of Greenwood Village, Colorado. The purpose of this webinar was to provide an objective and practical review of current unmanned airborne mapping capabilities in the United States.
Outsmarting Hackers before your App gets Hacked - iOS Conf SG 2016Subho Halder
Mobile App Security is an issue which isn’t given much priority while your app is in the development stage, as a result of which hackers are able to target your iOS app.
This talk will feature the most common security mistake developers do, and how to fix them easily. It will also cover different security & privacy enhancements provided by Apple such as SecKey API, Differential Privacy, Cryptographic Libraries, et cetera in iOS 10 which will enable developers to ship secure applications in the Appstore
DEEP LEARNING APPROACH FOR EVENT MONITORING SYSTEMIJMIT JOURNAL
With an increasing number of extreme events and complexity, more alarms are being used to monitor
control rooms. Operators in the control rooms need to monitor and analyze these alarms to take suitable
actions to ensure the system’s stability and security. Security is the biggest concern in the modern world. It
is important to have a rigid surveillance that should guarantee protection from any sought of hazard.
Considering security, Closed Circuit TV (CCTV) cameras are being utilized for reconnaissance, but these
CCTV cameras require a person for supervision. As a human being, there can be a possibility to be tired
off in supervision at any point of time. So, we need a system to detect automatically. Thus, we came up with
a solution using YOLO V5. We have taken a data set and used robo-flow framework to enhance the existing
images into numerous variations where it will create a copy of grey scale image, a copy of its rotation and
a copy of its blurred version which will be used to get an enlarged data set. This work mainly focuses on
providing a secure environment using CCTV live footage as a source to detect the weapons. Using YOLO
algorithm, it divides an image from the video into grid system and each grid detects an object within itself
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
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Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.