SlideShare una empresa de Scribd logo
1 de 16
Toward Spam 2.0: An Evaluation of Web 2.0 Anti-Spam Methods Pedram Hayati Vidyasagar Potdar Curtin University of Technology, Western Australia Digital Ecosystem and Business Intelligence Institute Anti-Spam Research Laboratory http://asrl.debii.curtin.edu.au
AGENDA ,[object Object],[object Object],[object Object],[object Object],[object Object]
INTRODUCTION ,[object Object],[object Object],[object Object]
CONSEQUENCES ,[object Object],[object Object]
CONTRIBUTION ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Web 2.0 SPAM ,[object Object],[object Object],[object Object],[object Object],[object Object]
Spam 2.0 is ,[object Object]
Spam 2.0 is ,[object Object]
Spam 2.0 is ,[object Object]
Spam 2.0 is ,[object Object]
Spam 2.0 is ,[object Object]
Spam 2.0 is ,[object Object]
Proposed Framework ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
EVALUATION ,[object Object],[object Object],[object Object],[object Object]
CONCLUSION ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
THANK YOU! ,[object Object],[object Object]

Más contenido relacionado

Similar a Toward Spam 2.0: An Evaluation of Web 2.0 Anti-Spam Methods

Evaluation of Spam Detection and Prevention Frameworks for Email and Image Sp...
Evaluation of Spam Detection and Prevention Frameworks for Email and Image Sp...Evaluation of Spam Detection and Prevention Frameworks for Email and Image Sp...
Evaluation of Spam Detection and Prevention Frameworks for Email and Image Sp...Pedram Hayati
 
Web 2 0/Social Media Presentation V2
Web 2 0/Social Media Presentation V2Web 2 0/Social Media Presentation V2
Web 2 0/Social Media Presentation V2Bernie Borges
 
IRJET - YouTube Spam Comments Detection
IRJET - YouTube Spam Comments DetectionIRJET - YouTube Spam Comments Detection
IRJET - YouTube Spam Comments DetectionIRJET Journal
 
Community Marketing: Using Customer & Peer Endorsement to Lift Conversions, G...
Community Marketing: Using Customer & Peer Endorsement to Lift Conversions, G...Community Marketing: Using Customer & Peer Endorsement to Lift Conversions, G...
Community Marketing: Using Customer & Peer Endorsement to Lift Conversions, G...Percussion Software
 
IRJET-A Novel Technic to Notice Spam Reviews on e-Shopping
IRJET-A Novel Technic to Notice Spam Reviews on e-ShoppingIRJET-A Novel Technic to Notice Spam Reviews on e-Shopping
IRJET-A Novel Technic to Notice Spam Reviews on e-ShoppingIRJET Journal
 
IRJET- Improving Performance of Fake Reviews Detection in Online Review’s usi...
IRJET- Improving Performance of Fake Reviews Detection in Online Review’s usi...IRJET- Improving Performance of Fake Reviews Detection in Online Review’s usi...
IRJET- Improving Performance of Fake Reviews Detection in Online Review’s usi...IRJET Journal
 
Realising Potential Of Web 2 0
Realising Potential Of Web 2 0Realising Potential Of Web 2 0
Realising Potential Of Web 2 0lisbk
 
Rocky River Chamber of Commerce - eMarketing Techniques
Rocky River Chamber of Commerce - eMarketing TechniquesRocky River Chamber of Commerce - eMarketing Techniques
Rocky River Chamber of Commerce - eMarketing TechniquesWorkSmart Integrated Marketing
 
HoneySpam 2.0 Profiling Web Spambot Behaviour
HoneySpam 2.0 Profiling Web Spambot BehaviourHoneySpam 2.0 Profiling Web Spambot Behaviour
HoneySpam 2.0 Profiling Web Spambot BehaviourPedram Hayati
 
A SURVEY ON WEB SPAM DETECTION METHODS: TAXONOMY
A SURVEY ON WEB SPAM DETECTION METHODS: TAXONOMYA SURVEY ON WEB SPAM DETECTION METHODS: TAXONOMY
A SURVEY ON WEB SPAM DETECTION METHODS: TAXONOMYIJNSA Journal
 
Overview of Web 2.0 in the Government
Overview of Web 2.0 in the GovernmentOverview of Web 2.0 in the Government
Overview of Web 2.0 in the GovernmentAlex Pline
 
Harnessing Collective Intelligence
Harnessing Collective IntelligenceHarnessing Collective Intelligence
Harnessing Collective IntelligenceJoao Pereira
 
eMarketing Techniques for Virginia Community College System
eMarketing Techniques for Virginia Community College SystemeMarketing Techniques for Virginia Community College System
eMarketing Techniques for Virginia Community College SystemWorkSmart Integrated Marketing
 
Web 2.0: The LSE Experience
Web 2.0: The LSE ExperienceWeb 2.0: The LSE Experience
Web 2.0: The LSE ExperienceJudith Baines
 
Demystifying the Social Web
Demystifying the Social WebDemystifying the Social Web
Demystifying the Social Weblisbk
 
FINAL PROPOSAL PRESENTATION SLIDE.pptx
FINAL PROPOSAL PRESENTATION SLIDE.pptxFINAL PROPOSAL PRESENTATION SLIDE.pptx
FINAL PROPOSAL PRESENTATION SLIDE.pptxLiamMikey
 
Web 2.0 Presentation For Advertising Company
Web 2.0 Presentation For Advertising CompanyWeb 2.0 Presentation For Advertising Company
Web 2.0 Presentation For Advertising CompanyHarbaldeep Singh
 
Acs Presentation Thinking Outside Of Inbox V2
Acs Presentation   Thinking Outside Of Inbox V2Acs Presentation   Thinking Outside Of Inbox V2
Acs Presentation Thinking Outside Of Inbox V2Johnny Teoh
 
The 'Higher Education in a Web 2.0 World' Report: Implications For IT Service...
The 'Higher Education in a Web 2.0 World' Report: Implications For IT Service...The 'Higher Education in a Web 2.0 World' Report: Implications For IT Service...
The 'Higher Education in a Web 2.0 World' Report: Implications For IT Service...lisbk
 

Similar a Toward Spam 2.0: An Evaluation of Web 2.0 Anti-Spam Methods (20)

Evaluation of Spam Detection and Prevention Frameworks for Email and Image Sp...
Evaluation of Spam Detection and Prevention Frameworks for Email and Image Sp...Evaluation of Spam Detection and Prevention Frameworks for Email and Image Sp...
Evaluation of Spam Detection and Prevention Frameworks for Email and Image Sp...
 
Web 2 0/Social Media Presentation V2
Web 2 0/Social Media Presentation V2Web 2 0/Social Media Presentation V2
Web 2 0/Social Media Presentation V2
 
IRJET - YouTube Spam Comments Detection
IRJET - YouTube Spam Comments DetectionIRJET - YouTube Spam Comments Detection
IRJET - YouTube Spam Comments Detection
 
Community Marketing: Using Customer & Peer Endorsement to Lift Conversions, G...
Community Marketing: Using Customer & Peer Endorsement to Lift Conversions, G...Community Marketing: Using Customer & Peer Endorsement to Lift Conversions, G...
Community Marketing: Using Customer & Peer Endorsement to Lift Conversions, G...
 
IRJET-A Novel Technic to Notice Spam Reviews on e-Shopping
IRJET-A Novel Technic to Notice Spam Reviews on e-ShoppingIRJET-A Novel Technic to Notice Spam Reviews on e-Shopping
IRJET-A Novel Technic to Notice Spam Reviews on e-Shopping
 
IRJET- Improving Performance of Fake Reviews Detection in Online Review’s usi...
IRJET- Improving Performance of Fake Reviews Detection in Online Review’s usi...IRJET- Improving Performance of Fake Reviews Detection in Online Review’s usi...
IRJET- Improving Performance of Fake Reviews Detection in Online Review’s usi...
 
Realising Potential Of Web 2 0
Realising Potential Of Web 2 0Realising Potential Of Web 2 0
Realising Potential Of Web 2 0
 
Rocky River Chamber of Commerce - eMarketing Techniques
Rocky River Chamber of Commerce - eMarketing TechniquesRocky River Chamber of Commerce - eMarketing Techniques
Rocky River Chamber of Commerce - eMarketing Techniques
 
HoneySpam 2.0 Profiling Web Spambot Behaviour
HoneySpam 2.0 Profiling Web Spambot BehaviourHoneySpam 2.0 Profiling Web Spambot Behaviour
HoneySpam 2.0 Profiling Web Spambot Behaviour
 
Spammer taxonomy using scientific approach
Spammer taxonomy using scientific approachSpammer taxonomy using scientific approach
Spammer taxonomy using scientific approach
 
A SURVEY ON WEB SPAM DETECTION METHODS: TAXONOMY
A SURVEY ON WEB SPAM DETECTION METHODS: TAXONOMYA SURVEY ON WEB SPAM DETECTION METHODS: TAXONOMY
A SURVEY ON WEB SPAM DETECTION METHODS: TAXONOMY
 
Overview of Web 2.0 in the Government
Overview of Web 2.0 in the GovernmentOverview of Web 2.0 in the Government
Overview of Web 2.0 in the Government
 
Harnessing Collective Intelligence
Harnessing Collective IntelligenceHarnessing Collective Intelligence
Harnessing Collective Intelligence
 
eMarketing Techniques for Virginia Community College System
eMarketing Techniques for Virginia Community College SystemeMarketing Techniques for Virginia Community College System
eMarketing Techniques for Virginia Community College System
 
Web 2.0: The LSE Experience
Web 2.0: The LSE ExperienceWeb 2.0: The LSE Experience
Web 2.0: The LSE Experience
 
Demystifying the Social Web
Demystifying the Social WebDemystifying the Social Web
Demystifying the Social Web
 
FINAL PROPOSAL PRESENTATION SLIDE.pptx
FINAL PROPOSAL PRESENTATION SLIDE.pptxFINAL PROPOSAL PRESENTATION SLIDE.pptx
FINAL PROPOSAL PRESENTATION SLIDE.pptx
 
Web 2.0 Presentation For Advertising Company
Web 2.0 Presentation For Advertising CompanyWeb 2.0 Presentation For Advertising Company
Web 2.0 Presentation For Advertising Company
 
Acs Presentation Thinking Outside Of Inbox V2
Acs Presentation   Thinking Outside Of Inbox V2Acs Presentation   Thinking Outside Of Inbox V2
Acs Presentation Thinking Outside Of Inbox V2
 
The 'Higher Education in a Web 2.0 World' Report: Implications For IT Service...
The 'Higher Education in a Web 2.0 World' Report: Implications For IT Service...The 'Higher Education in a Web 2.0 World' Report: Implications For IT Service...
The 'Higher Education in a Web 2.0 World' Report: Implications For IT Service...
 

Último

ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...JhezDiaz1
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxHumphrey A Beña
 
Activity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translationActivity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translationRosabel UA
 
Music 9 - 4th quarter - Vocal Music of the Romantic Period.pptx
Music 9 - 4th quarter - Vocal Music of the Romantic Period.pptxMusic 9 - 4th quarter - Vocal Music of the Romantic Period.pptx
Music 9 - 4th quarter - Vocal Music of the Romantic Period.pptxleah joy valeriano
 
Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Mark Reed
 
Barangay Council for the Protection of Children (BCPC) Orientation.pptx
Barangay Council for the Protection of Children (BCPC) Orientation.pptxBarangay Council for the Protection of Children (BCPC) Orientation.pptx
Barangay Council for the Protection of Children (BCPC) Orientation.pptxCarlos105
 
ISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITY
ISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITYISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITY
ISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITYKayeClaireEstoconing
 
Transaction Management in Database Management System
Transaction Management in Database Management SystemTransaction Management in Database Management System
Transaction Management in Database Management SystemChristalin Nelson
 
Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4JOYLYNSAMANIEGO
 
Full Stack Web Development Course for Beginners
Full Stack Web Development Course  for BeginnersFull Stack Web Development Course  for Beginners
Full Stack Web Development Course for BeginnersSabitha Banu
 
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17Celine George
 
USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...
USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...
USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...Postal Advocate Inc.
 
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfGrade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfJemuel Francisco
 
ROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxVanesaIglesias10
 
ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4MiaBumagat1
 
Active Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfActive Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfPatidar M
 
Earth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice greatEarth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice greatYousafMalik24
 
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdfInclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdfTechSoup
 

Último (20)

ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
 
Activity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translationActivity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translation
 
Music 9 - 4th quarter - Vocal Music of the Romantic Period.pptx
Music 9 - 4th quarter - Vocal Music of the Romantic Period.pptxMusic 9 - 4th quarter - Vocal Music of the Romantic Period.pptx
Music 9 - 4th quarter - Vocal Music of the Romantic Period.pptx
 
Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)
 
Barangay Council for the Protection of Children (BCPC) Orientation.pptx
Barangay Council for the Protection of Children (BCPC) Orientation.pptxBarangay Council for the Protection of Children (BCPC) Orientation.pptx
Barangay Council for the Protection of Children (BCPC) Orientation.pptx
 
ISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITY
ISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITYISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITY
ISYU TUNGKOL SA SEKSWLADIDA (ISSUE ABOUT SEXUALITY
 
LEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptx
LEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptxLEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptx
LEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptx
 
Transaction Management in Database Management System
Transaction Management in Database Management SystemTransaction Management in Database Management System
Transaction Management in Database Management System
 
Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4
 
Full Stack Web Development Course for Beginners
Full Stack Web Development Course  for BeginnersFull Stack Web Development Course  for Beginners
Full Stack Web Development Course for Beginners
 
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
Incoming and Outgoing Shipments in 3 STEPS Using Odoo 17
 
YOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptx
YOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptxYOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptx
YOUVE GOT EMAIL_FINALS_EL_DORADO_2024.pptx
 
USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...
USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...
USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...
 
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfGrade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
 
ROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptx
 
ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4
 
Active Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfActive Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdf
 
Earth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice greatEarth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice great
 
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdfInclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
Inclusivity Essentials_ Creating Accessible Websites for Nonprofits .pdf
 

Toward Spam 2.0: An Evaluation of Web 2.0 Anti-Spam Methods

  • 1. Toward Spam 2.0: An Evaluation of Web 2.0 Anti-Spam Methods Pedram Hayati Vidyasagar Potdar Curtin University of Technology, Western Australia Digital Ecosystem and Business Intelligence Institute Anti-Spam Research Laboratory http://asrl.debii.curtin.edu.au
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.