SlideShare a Scribd company logo
1 of 3
Download to read offline
Do Your Projects With Domain Experts…
Copyright © 2015 LeMeniz Infotech. All rights reserved
Page number 1Page number 1
LeMeniz Infotech
36, 100 Feet Road, Natesan Nagar, Near Indira Gandhi Statue,
Pondicherry-605 005.
Call: 0413-4205444, +91 9566355386, 99625 88976.
Web : www.lemenizinfotech.com / www.ieeemaster.com
Mail : projects@lemenizinfotech.com
Android Security: A Survey of Issues,
Malware Penetration, and Defenses
Abstract
Smartphones have become pervasive due to the availability of office
applications, Internet, games, vehicle guidance using location-based services apart
from conventional services such as voice calls, SMSes, and multimedia services.
Android devices have gained huge market share due to the open architecture of
Android and the popularity of its application programming interface (APIs) in the
developer community. Increased popularity of the Android devices and associated
monetary benefits attracted the malware developers, resulting in big rise of the
Android malware apps between 2010 and 2014. Academic researchers and
commercial antimalware companies have realized that the conventional signature-
based and static analysis methods are vulnerable. In particular, the prevalent stealth
techniques, such as encryption, code transformation, and environment-aware
approaches, are capable of generating variants of known malware. This has led to
the use of behavior-, anomaly-, and dynamic-analysis-based methods. Since a
single approach may be ineffective against the advanced techniques, multiple
complementary approaches can be used in tandem for effective malware detection.
The existing reviews extensively cover the smartphone OS security. However, we
believe that the security of Android, with particular focus on malware growth,
study of antianalysis techniques, and existing detection methodologies, needs an
extensive coverage. In this survey, we discuss the Android security enforcement
mechanisms, threats to the existing security enforcements and related issues,
malware growth timeline between 2010 and 2014, and stealth techniques employed
Do Your Projects With Domain Experts…
Copyright © 2015 LeMeniz Infotech. All rights reserved
Page number 2Page number 2
LeMeniz Infotech
36, 100 Feet Road, Natesan Nagar, Near Indira Gandhi Statue,
Pondicherry-605 005.
Call: 0413-4205444, +91 9566355386, 99625 88976.
Web : www.lemenizinfotech.com / www.ieeemaster.com
Mail : projects@lemenizinfotech.com
by the malware authors, in addition to the existing detection methods. This review
gives an insight into the strengths and shortcomings of the known research
methodologies and provides a platform, to the researchers and practitioners, toward
proposing the next-generation Android security, analysis, and malware detection
techniques.
EXISTING SYSTEM
Location-based services apart from conventional services such as voice
calls, SMS, and multimedia services. Android devices have gained huge market
share due to the open architecture of Android and the popularity of its application
programming interface (APIs) in the developer community.
DRAWBACK OF EXISTING SYSTEM
 Existing detection methodologies, needs an extensive coverage
 Single approach may be ineffective.
 Security of Android, with particular focus on malware growth.
PROPOSED SYSTEM
Multiple complementary approaches can be used in tandem for effective
malware detection. Android security, analysis, and malware detection techniques.
Conventional signature-based and static analysis methods are vulnerable in
proposed system.
Do Your Projects With Domain Experts…
Copyright © 2015 LeMeniz Infotech. All rights reserved
Page number 3Page number 3
LeMeniz Infotech
36, 100 Feet Road, Natesan Nagar, Near Indira Gandhi Statue,
Pondicherry-605 005.
Call: 0413-4205444, +91 9566355386, 99625 88976.
Web : www.lemenizinfotech.com / www.ieeemaster.com
Mail : projects@lemenizinfotech.com
ADVANTAGE OF PROPOSED SYSTEM
 Detect unknown malware
 Signature based on detection is efficiency and simplicity
SYSTEM SPECIFICATION
Hardware Requirements
System : Pentium IV 2.4 GHz
Hard Disk : 40 GB
Floppy Drive : 1.44 Mb
Monitor : 15 VGA Colour
Mouse : Logitech
Ram : 512 Mb
Software Requirements
Operating system : Windows Family
Tools : eclipse
Technology Used : Java
Backend Used : SQLITE

More Related Content

What's hot

Mobile database security threats
Mobile database security threatsMobile database security threats
Mobile database security threats
Akhil Kumar
 
Isaca june 19, 2010
Isaca june 19, 2010Isaca june 19, 2010
Isaca june 19, 2010
Vicky Shah
 

What's hot (20)

Mobile security
Mobile securityMobile security
Mobile security
 
Security and information assurance
Security and information assuranceSecurity and information assurance
Security and information assurance
 
Mobile security
Mobile securityMobile security
Mobile security
 
Module 4 CIS 595
Module 4 CIS 595Module 4 CIS 595
Module 4 CIS 595
 
Why Your Mobile Device Isn’t As Secure As You Think
Why Your Mobile Device Isn’t As Secure As You ThinkWhy Your Mobile Device Isn’t As Secure As You Think
Why Your Mobile Device Isn’t As Secure As You Think
 
Mobile Apps and Security Attacks: An Introduction
Mobile Apps and Security Attacks: An IntroductionMobile Apps and Security Attacks: An Introduction
Mobile Apps and Security Attacks: An Introduction
 
New trends in Payments Security: NFC & Mobile
New trends in Payments Security: NFC & MobileNew trends in Payments Security: NFC & Mobile
New trends in Payments Security: NFC & Mobile
 
Mobile Security
Mobile SecurityMobile Security
Mobile Security
 
Mobile security article
Mobile security articleMobile security article
Mobile security article
 
Comparative Study on Intrusion Detection Systems for Smartphones
Comparative Study on Intrusion Detection Systems for SmartphonesComparative Study on Intrusion Detection Systems for Smartphones
Comparative Study on Intrusion Detection Systems for Smartphones
 
Mobile database security threats
Mobile database security threatsMobile database security threats
Mobile database security threats
 
C02
C02C02
C02
 
Top Seven Risks of Enterprise Mobility - How to protect your business
Top Seven Risks of Enterprise Mobility - How to protect your businessTop Seven Risks of Enterprise Mobility - How to protect your business
Top Seven Risks of Enterprise Mobility - How to protect your business
 
Mobile app security
Mobile app securityMobile app security
Mobile app security
 
Authentication service security
Authentication service securityAuthentication service security
Authentication service security
 
Mobile security
Mobile securityMobile security
Mobile security
 
I018145157
I018145157I018145157
I018145157
 
Mobile security in Cyber Security
Mobile security in Cyber SecurityMobile security in Cyber Security
Mobile security in Cyber Security
 
Isaca june 19, 2010
Isaca june 19, 2010Isaca june 19, 2010
Isaca june 19, 2010
 
INFORMATION SECURITY: THREATS AND SOLUTIONS.
INFORMATION SECURITY: THREATS AND SOLUTIONS.INFORMATION SECURITY: THREATS AND SOLUTIONS.
INFORMATION SECURITY: THREATS AND SOLUTIONS.
 

Viewers also liked

Delay dependent stability of single-loop controlled grid-connected inverters ...
Delay dependent stability of single-loop controlled grid-connected inverters ...Delay dependent stability of single-loop controlled grid-connected inverters ...
Delay dependent stability of single-loop controlled grid-connected inverters ...
LeMeniz Infotech
 
Watkin presentation 4
Watkin presentation 4Watkin presentation 4
Watkin presentation 4
Sarah Hoss
 
Telemno Life Agency-Product Presentation
Telemno Life Agency-Product PresentationTelemno Life Agency-Product Presentation
Telemno Life Agency-Product Presentation
TELEMNO LIFE AGENCY
 
Grid current-feedback active damping for lcl resonance in grid-connected volt...
Grid current-feedback active damping for lcl resonance in grid-connected volt...Grid current-feedback active damping for lcl resonance in grid-connected volt...
Grid current-feedback active damping for lcl resonance in grid-connected volt...
LeMeniz Infotech
 
презентація до заняття гуртка "Маленькі мандрівники"
презентація до заняття гуртка "Маленькі мандрівники"презентація до заняття гуртка "Маленькі мандрівники"
презентація до заняття гуртка "Маленькі мандрівники"
yuyko1
 
педмарафон 2013
педмарафон 2013педмарафон 2013
педмарафон 2013
Elena Loseva
 

Viewers also liked (18)

Hazmat suits and content zero: How I learned to study digital marketing like ...
Hazmat suits and content zero: How I learned to study digital marketing like ...Hazmat suits and content zero: How I learned to study digital marketing like ...
Hazmat suits and content zero: How I learned to study digital marketing like ...
 
Delay dependent stability of single-loop controlled grid-connected inverters ...
Delay dependent stability of single-loop controlled grid-connected inverters ...Delay dependent stability of single-loop controlled grid-connected inverters ...
Delay dependent stability of single-loop controlled grid-connected inverters ...
 
Union Budget 2014-2015
Union Budget 2014-2015Union Budget 2014-2015
Union Budget 2014-2015
 
Tecnología
Tecnología Tecnología
Tecnología
 
Q5
Q5Q5
Q5
 
Watkin presentation 4
Watkin presentation 4Watkin presentation 4
Watkin presentation 4
 
Telemno Life Agency-Product Presentation
Telemno Life Agency-Product PresentationTelemno Life Agency-Product Presentation
Telemno Life Agency-Product Presentation
 
Costume
CostumeCostume
Costume
 
Grid current-feedback active damping for lcl resonance in grid-connected volt...
Grid current-feedback active damping for lcl resonance in grid-connected volt...Grid current-feedback active damping for lcl resonance in grid-connected volt...
Grid current-feedback active damping for lcl resonance in grid-connected volt...
 
Wishclub Compensation Plan (EN)
Wishclub Compensation Plan (EN)Wishclub Compensation Plan (EN)
Wishclub Compensation Plan (EN)
 
презентація до заняття гуртка "Маленькі мандрівники"
презентація до заняття гуртка "Маленькі мандрівники"презентація до заняття гуртка "Маленькі мандрівники"
презентація до заняття гуртка "Маленькі мандрівники"
 
A category-theoretic view of model-driven
A category-theoretic view of model-drivenA category-theoretic view of model-driven
A category-theoretic view of model-driven
 
Gráfico ponto cruz em PDF
Gráfico ponto cruz em PDFGráfico ponto cruz em PDF
Gráfico ponto cruz em PDF
 
педмарафон 2013
педмарафон 2013педмарафон 2013
педмарафон 2013
 
The middle ages
The middle ages The middle ages
The middle ages
 
διατροφή με θαλασσινά θωρακίζει την καρδιά!
διατροφή με θαλασσινά θωρακίζει την καρδιά!διατροφή με θαλασσινά θωρακίζει την καρδιά!
διατροφή με θαλασσινά θωρακίζει την καρδιά!
 
It ppt 3
It ppt 3It ppt 3
It ppt 3
 
Human Values as the Foundation of Deep Transformational Change - Maria Moraes...
Human Values as the Foundation of Deep Transformational Change - Maria Moraes...Human Values as the Foundation of Deep Transformational Change - Maria Moraes...
Human Values as the Foundation of Deep Transformational Change - Maria Moraes...
 

Similar to Android security a survey of issues, malware penetration, and defenses

Ms810 assignment viruses and malware affecting moblie devices
Ms810 assignment viruses and malware affecting moblie devicesMs810 assignment viruses and malware affecting moblie devices
Ms810 assignment viruses and malware affecting moblie devices
rebelreg
 
F5 Hero Asset - Inside the head of a Hacker Final
F5 Hero Asset - Inside the head of a Hacker FinalF5 Hero Asset - Inside the head of a Hacker Final
F5 Hero Asset - Inside the head of a Hacker Final
Shallu Behar-Sheehan FCIM
 
Article on Mobile Security
Article on Mobile SecurityArticle on Mobile Security
Article on Mobile Security
Tharaka Mahadewa
 

Similar to Android security a survey of issues, malware penetration, and defenses (20)

Insights success the 10 best performing cyber security solution providers 4th...
Insights success the 10 best performing cyber security solution providers 4th...Insights success the 10 best performing cyber security solution providers 4th...
Insights success the 10 best performing cyber security solution providers 4th...
 
Covert compositional analysis of android inter app permission leakage
Covert compositional analysis of android inter app permission leakageCovert compositional analysis of android inter app permission leakage
Covert compositional analysis of android inter app permission leakage
 
Malware Improvements in Android OS
Malware Improvements in Android OSMalware Improvements in Android OS
Malware Improvements in Android OS
 
Research in progress defending android smartphones from malware attacks
Research in progress  defending android smartphones from malware attacksResearch in progress  defending android smartphones from malware attacks
Research in progress defending android smartphones from malware attacks
 
IRJET- Android Device Attacks and Threats
IRJET-  	  Android Device Attacks and ThreatsIRJET-  	  Android Device Attacks and Threats
IRJET- Android Device Attacks and Threats
 
CYBER SECURITY: A SURVEY ON ISSUES AND SOLUTIONS
CYBER SECURITY: A SURVEY ON ISSUES AND SOLUTIONSCYBER SECURITY: A SURVEY ON ISSUES AND SOLUTIONS
CYBER SECURITY: A SURVEY ON ISSUES AND SOLUTIONS
 
Information Security Awareness
Information Security AwarenessInformation Security Awareness
Information Security Awareness
 
Top Security Threats to Look Out for in 2023
Top Security Threats to Look Out for in 2023Top Security Threats to Look Out for in 2023
Top Security Threats to Look Out for in 2023
 
Android Malware: Study and analysis of malware for privacy leak in ad-hoc net...
Android Malware: Study and analysis of malware for privacy leak in ad-hoc net...Android Malware: Study and analysis of malware for privacy leak in ad-hoc net...
Android Malware: Study and analysis of malware for privacy leak in ad-hoc net...
 
A Multi-Layer Real Time Remote Monitoring & Corporate Network System For Viru...
A Multi-Layer Real Time Remote Monitoring & Corporate Network System For Viru...A Multi-Layer Real Time Remote Monitoring & Corporate Network System For Viru...
A Multi-Layer Real Time Remote Monitoring & Corporate Network System For Viru...
 
International Journal on Cloud Computing: Services and Architecture (IJCCSA)
International Journal on Cloud Computing: Services and Architecture (IJCCSA)International Journal on Cloud Computing: Services and Architecture (IJCCSA)
International Journal on Cloud Computing: Services and Architecture (IJCCSA)
 
Cisco 2014 Midyear Security Report
Cisco 2014 Midyear Security ReportCisco 2014 Midyear Security Report
Cisco 2014 Midyear Security Report
 
Ms810 assignment viruses and malware affecting moblie devices
Ms810 assignment viruses and malware affecting moblie devicesMs810 assignment viruses and malware affecting moblie devices
Ms810 assignment viruses and malware affecting moblie devices
 
F5 Hero Asset - Inside the head of a Hacker Final
F5 Hero Asset - Inside the head of a Hacker FinalF5 Hero Asset - Inside the head of a Hacker Final
F5 Hero Asset - Inside the head of a Hacker Final
 
Mobile Security Threats In Organisations: 4 Challenges To Navigate And Solve
Mobile Security Threats In Organisations: 4 Challenges To Navigate And SolveMobile Security Threats In Organisations: 4 Challenges To Navigate And Solve
Mobile Security Threats In Organisations: 4 Challenges To Navigate And Solve
 
Class activity 4
Class activity 4 Class activity 4
Class activity 4
 
Cyber Security Vulnerabilities
Cyber Security VulnerabilitiesCyber Security Vulnerabilities
Cyber Security Vulnerabilities
 
Article on Mobile Security
Article on Mobile SecurityArticle on Mobile Security
Article on Mobile Security
 
10 IT Security Trends to Watch for in 2016
10 IT Security Trends to Watch for in 201610 IT Security Trends to Watch for in 2016
10 IT Security Trends to Watch for in 2016
 
10 Things to Watch for in 2016
10 Things to Watch for in 201610 Things to Watch for in 2016
10 Things to Watch for in 2016
 

More from LeMeniz Infotech

Interleaved digital power factor correction based on the sliding mode approach
Interleaved digital power factor correction based on the sliding mode approachInterleaved digital power factor correction based on the sliding mode approach
Interleaved digital power factor correction based on the sliding mode approach
LeMeniz Infotech
 
Bumpless control for reduced thd in power factor correction circuits
Bumpless control for reduced thd in power factor correction circuitsBumpless control for reduced thd in power factor correction circuits
Bumpless control for reduced thd in power factor correction circuits
LeMeniz Infotech
 
A bidirectional three level llc resonant converter with pwam control
A bidirectional three level llc resonant converter with pwam controlA bidirectional three level llc resonant converter with pwam control
A bidirectional three level llc resonant converter with pwam control
LeMeniz Infotech
 
Efficient single phase transformerless inverter for grid tied pvg system with...
Efficient single phase transformerless inverter for grid tied pvg system with...Efficient single phase transformerless inverter for grid tied pvg system with...
Efficient single phase transformerless inverter for grid tied pvg system with...
LeMeniz Infotech
 
Highly reliable transformerless photovoltaic inverters with leakage current a...
Highly reliable transformerless photovoltaic inverters with leakage current a...Highly reliable transformerless photovoltaic inverters with leakage current a...
Highly reliable transformerless photovoltaic inverters with leakage current a...
LeMeniz Infotech
 

More from LeMeniz Infotech (20)

A fast acquisition all-digital delay-locked loop using a starting-bit predict...
A fast acquisition all-digital delay-locked loop using a starting-bit predict...A fast acquisition all-digital delay-locked loop using a starting-bit predict...
A fast acquisition all-digital delay-locked loop using a starting-bit predict...
 
A fast fault tolerant architecture for sauvola local image thresholding algor...
A fast fault tolerant architecture for sauvola local image thresholding algor...A fast fault tolerant architecture for sauvola local image thresholding algor...
A fast fault tolerant architecture for sauvola local image thresholding algor...
 
A dynamically reconfigurable multi asip architecture for multistandard and mu...
A dynamically reconfigurable multi asip architecture for multistandard and mu...A dynamically reconfigurable multi asip architecture for multistandard and mu...
A dynamically reconfigurable multi asip architecture for multistandard and mu...
 
Interleaved digital power factor correction based on the sliding mode approach
Interleaved digital power factor correction based on the sliding mode approachInterleaved digital power factor correction based on the sliding mode approach
Interleaved digital power factor correction based on the sliding mode approach
 
Bumpless control for reduced thd in power factor correction circuits
Bumpless control for reduced thd in power factor correction circuitsBumpless control for reduced thd in power factor correction circuits
Bumpless control for reduced thd in power factor correction circuits
 
A bidirectional single stage three phase rectifier with high-frequency isolat...
A bidirectional single stage three phase rectifier with high-frequency isolat...A bidirectional single stage three phase rectifier with high-frequency isolat...
A bidirectional single stage three phase rectifier with high-frequency isolat...
 
A bidirectional three level llc resonant converter with pwam control
A bidirectional three level llc resonant converter with pwam controlA bidirectional three level llc resonant converter with pwam control
A bidirectional three level llc resonant converter with pwam control
 
Efficient single phase transformerless inverter for grid tied pvg system with...
Efficient single phase transformerless inverter for grid tied pvg system with...Efficient single phase transformerless inverter for grid tied pvg system with...
Efficient single phase transformerless inverter for grid tied pvg system with...
 
Highly reliable transformerless photovoltaic inverters with leakage current a...
Highly reliable transformerless photovoltaic inverters with leakage current a...Highly reliable transformerless photovoltaic inverters with leakage current a...
Highly reliable transformerless photovoltaic inverters with leakage current a...
 
Connection of converters to a low and medium power dc network using an induct...
Connection of converters to a low and medium power dc network using an induct...Connection of converters to a low and medium power dc network using an induct...
Connection of converters to a low and medium power dc network using an induct...
 
Stamp enabling privacy preserving location proofs for mobile users
Stamp enabling privacy preserving location proofs for mobile usersStamp enabling privacy preserving location proofs for mobile users
Stamp enabling privacy preserving location proofs for mobile users
 
Sbvlc secure barcode based visible light communication for smartphones
Sbvlc secure barcode based visible light communication for smartphonesSbvlc secure barcode based visible light communication for smartphones
Sbvlc secure barcode based visible light communication for smartphones
 
Read2 me a cloud based reading aid for the visually impaired
Read2 me a cloud based reading aid for the visually impairedRead2 me a cloud based reading aid for the visually impaired
Read2 me a cloud based reading aid for the visually impaired
 
Privacy preserving location sharing services for social networks
Privacy preserving location sharing services for social networksPrivacy preserving location sharing services for social networks
Privacy preserving location sharing services for social networks
 
Pass byo bring your own picture for securing graphical passwords
Pass byo bring your own picture for securing graphical passwordsPass byo bring your own picture for securing graphical passwords
Pass byo bring your own picture for securing graphical passwords
 
Eplq efficient privacy preserving location-based query over outsourced encryp...
Eplq efficient privacy preserving location-based query over outsourced encryp...Eplq efficient privacy preserving location-based query over outsourced encryp...
Eplq efficient privacy preserving location-based query over outsourced encryp...
 
Analyzing ad library updates in android apps
Analyzing ad library updates in android appsAnalyzing ad library updates in android apps
Analyzing ad library updates in android apps
 
An exploration of geographic authentication scheme
An exploration of geographic authentication schemeAn exploration of geographic authentication scheme
An exploration of geographic authentication scheme
 
Dotnet IEEE Projects 2016-2017 | Dotnet IEEE Projects Titles 2016-2017
Dotnet IEEE Projects 2016-2017 | Dotnet IEEE Projects Titles 2016-2017Dotnet IEEE Projects 2016-2017 | Dotnet IEEE Projects Titles 2016-2017
Dotnet IEEE Projects 2016-2017 | Dotnet IEEE Projects Titles 2016-2017
 
A location and diversity-aware news feed system for mobile users
A location  and diversity-aware news feed system for mobile usersA location  and diversity-aware news feed system for mobile users
A location and diversity-aware news feed system for mobile users
 

Recently uploaded

Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
ZurliaSoop
 

Recently uploaded (20)

How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POS
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptx
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)
 
SKILL OF INTRODUCING THE LESSON MICRO SKILLS.pptx
SKILL OF INTRODUCING THE LESSON MICRO SKILLS.pptxSKILL OF INTRODUCING THE LESSON MICRO SKILLS.pptx
SKILL OF INTRODUCING THE LESSON MICRO SKILLS.pptx
 
Single or Multiple melodic lines structure
Single or Multiple melodic lines structureSingle or Multiple melodic lines structure
Single or Multiple melodic lines structure
 
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptxHMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
 
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17
 
Graduate Outcomes Presentation Slides - English
Graduate Outcomes Presentation Slides - EnglishGraduate Outcomes Presentation Slides - English
Graduate Outcomes Presentation Slides - English
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
REMIFENTANIL: An Ultra short acting opioid.pptx
REMIFENTANIL: An Ultra short acting opioid.pptxREMIFENTANIL: An Ultra short acting opioid.pptx
REMIFENTANIL: An Ultra short acting opioid.pptx
 
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
 
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptxHMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
 

Android security a survey of issues, malware penetration, and defenses

  • 1. Do Your Projects With Domain Experts… Copyright © 2015 LeMeniz Infotech. All rights reserved Page number 1Page number 1 LeMeniz Infotech 36, 100 Feet Road, Natesan Nagar, Near Indira Gandhi Statue, Pondicherry-605 005. Call: 0413-4205444, +91 9566355386, 99625 88976. Web : www.lemenizinfotech.com / www.ieeemaster.com Mail : projects@lemenizinfotech.com Android Security: A Survey of Issues, Malware Penetration, and Defenses Abstract Smartphones have become pervasive due to the availability of office applications, Internet, games, vehicle guidance using location-based services apart from conventional services such as voice calls, SMSes, and multimedia services. Android devices have gained huge market share due to the open architecture of Android and the popularity of its application programming interface (APIs) in the developer community. Increased popularity of the Android devices and associated monetary benefits attracted the malware developers, resulting in big rise of the Android malware apps between 2010 and 2014. Academic researchers and commercial antimalware companies have realized that the conventional signature- based and static analysis methods are vulnerable. In particular, the prevalent stealth techniques, such as encryption, code transformation, and environment-aware approaches, are capable of generating variants of known malware. This has led to the use of behavior-, anomaly-, and dynamic-analysis-based methods. Since a single approach may be ineffective against the advanced techniques, multiple complementary approaches can be used in tandem for effective malware detection. The existing reviews extensively cover the smartphone OS security. However, we believe that the security of Android, with particular focus on malware growth, study of antianalysis techniques, and existing detection methodologies, needs an extensive coverage. In this survey, we discuss the Android security enforcement mechanisms, threats to the existing security enforcements and related issues, malware growth timeline between 2010 and 2014, and stealth techniques employed
  • 2. Do Your Projects With Domain Experts… Copyright © 2015 LeMeniz Infotech. All rights reserved Page number 2Page number 2 LeMeniz Infotech 36, 100 Feet Road, Natesan Nagar, Near Indira Gandhi Statue, Pondicherry-605 005. Call: 0413-4205444, +91 9566355386, 99625 88976. Web : www.lemenizinfotech.com / www.ieeemaster.com Mail : projects@lemenizinfotech.com by the malware authors, in addition to the existing detection methods. This review gives an insight into the strengths and shortcomings of the known research methodologies and provides a platform, to the researchers and practitioners, toward proposing the next-generation Android security, analysis, and malware detection techniques. EXISTING SYSTEM Location-based services apart from conventional services such as voice calls, SMS, and multimedia services. Android devices have gained huge market share due to the open architecture of Android and the popularity of its application programming interface (APIs) in the developer community. DRAWBACK OF EXISTING SYSTEM  Existing detection methodologies, needs an extensive coverage  Single approach may be ineffective.  Security of Android, with particular focus on malware growth. PROPOSED SYSTEM Multiple complementary approaches can be used in tandem for effective malware detection. Android security, analysis, and malware detection techniques. Conventional signature-based and static analysis methods are vulnerable in proposed system.
  • 3. Do Your Projects With Domain Experts… Copyright © 2015 LeMeniz Infotech. All rights reserved Page number 3Page number 3 LeMeniz Infotech 36, 100 Feet Road, Natesan Nagar, Near Indira Gandhi Statue, Pondicherry-605 005. Call: 0413-4205444, +91 9566355386, 99625 88976. Web : www.lemenizinfotech.com / www.ieeemaster.com Mail : projects@lemenizinfotech.com ADVANTAGE OF PROPOSED SYSTEM  Detect unknown malware  Signature based on detection is efficiency and simplicity SYSTEM SPECIFICATION Hardware Requirements System : Pentium IV 2.4 GHz Hard Disk : 40 GB Floppy Drive : 1.44 Mb Monitor : 15 VGA Colour Mouse : Logitech Ram : 512 Mb Software Requirements Operating system : Windows Family Tools : eclipse Technology Used : Java Backend Used : SQLITE