DOCSLIB.ORG

Universal Adversarial Perturbations

Total Page：16

File Type：pdf, Size：1020Kb

Download full-text PDF Read full-text
Universal Adversarial Perturbations Universal adversarial perturbations Seyed-Mohsen Moosavi-Dezfooli∗ y Alhussein Fawzi∗ y [email protected] [email protected] Omar Fawziz Pascal Frossardy [email protected] [email protected] ∗The first two authors contributed equally to this work. yEcole´ Polytechnique Fed´ erale´ de Lausanne, Switzerland zENS de Lyon, LIP, UMR 5668 ENS Lyon - CNRS - UCBL - INRIA, Universite´ de Lyon, France 1 A. Appendix Fig. A.1 shows the original images corresponding to the experiment in Fig.3. Fig. A.2 visualizes the graph showing relations between original and perturbed labels (see Section3 for more details). Bouvier des Flandres Christmas stocking Scottish deerhound ski mask porcupine killer whale European fire salamander toyshop fox squirrel pot Arabian camel coffeepot Figure A.1: Original images. The first two rows are randomly chosen images from the validation set, and the last row of images are personal images taken from a mobile phone camera. tick long-horned beetle African chameleon green snake tree frog hammer cricket strainer catamaran junco espresso maker hermit crab black and gold garden spider weevil burrito mortarboard modem axolotl cliff dwelling nail mantis maillot binoculars sturgeon planetarium rhinoceros beetle washbasin dough chime breastplate Maltese dog missile muzzle snowmobile plane photocopier lacewing common iguana military uniform oboe acoustic guitar carton loupe abaya yawl pencil sharpener crane suspension bridge tub green lizard grasshopper Pembroke swimming trunks hartebeest walking stick �ireboat American chameleon golf ball bathtub sulphur-crested cockatoo ice cream grey whale cougar barbershop cleaver wing Lhasa �lute drilling platform sandal desk promontory water ouzel hay castle hair spray passenger car Band Aid banded gecko barbell green mamba suit Walker hound wok gasmask African crocodile dogsled washer switch giant schnauzer oystercatcher saltshaker seat belt scale water snake speedboat patio loudspeaker trench coat ping-pong ball valley volcano can opener assault ri�le tank pool table schipperke re�lex camera consomme boathouse night snake backpack Kerry blue terrier folding chair plastic bag red-backed sandpiper bikini bobsled bannister quill sliding door megalith snowplow mixing bowl garden spider pier liner plunger brassiere Eskimo dog Great Pyrenees syringe cornet bell cote studio couch killer whale llama groom lifeboat viaduct rubber eraser Pekinese chickadee ice bear submarine barn moving van house �inch knee pad gown drum radiator vase stove power drill chocolate sauce kite steel arch bridge guillotine albatross palace wig sandbar nipple wreck balance beam letter opener African grey harvester bow tie chest Persian cat safe diaper lab coat punching bag pole toilet tissue stethoscope stupa violin �lagpole mosque tripod Petri dish purse cocktail shaker mailbag breakwater spatula chiffonier cliff sunglass amphibian container ship thatch oxygen mask harmonica ski paintbrush dock white stork window shade plate conch microphone dam convertible mouse seashore measuring cup garbage truck car mirror solar dish radio telescope pedestal Loafer volleyball microwave paper towel trailer truck dining table soap dispenser fountain pen grand piano whistle whiskey jug joystick television toaster cash machine screwdriver balloon spotlight corkscrew CD player hook bassoon ladle cowboy hat refrigerator frying pan projectile Dutch oven space heater home theater shoji desktop computer alp tray bucket turnstile mosquito net caldron dumbbell cassette player airship pillow ruddy turnstone beacon cannon steam locomotive geyser worm fence pirate computer keyboard vacuum teapot pencil box sunscreen table lamp iron quilt Crock Pot ballpoint hand blower wardrobe mountain tent trimaran racket plate rack cradle drumstick aircraft carrier traf�ic light mobile home envelope airliner medicine chest lakeside printer mousetrap warplane church Samoyed potter's wheel monastery water tower African elephant neck brace prison projector Polaroid camera iPod fur coat black widow shovel Indian elephant toy poodle miniskirt sloth bear pickelhaube cello miniature poodle maillot cockroach sax spindle crutch cray�ish banana American lobster wine bottle espresso beaker cup ringneck snake leopard nematode thimble oil �ilter eggnog slide rule coffeepot dowitcher space shuttle china cabinet great grey owl lipstick platypus Windsor tie admiral ladybug ri�le fountain perfume gold�inch coffee mug tiger shark digital clock Arctic fox bell pepper damsel�ly jersey cardigan hornbill Siberian husky soup bowl �ly sulphur butter�ly indigo bunting chambered nautilus hummingbird jay bulletproof vest jacamar cinema water jug bulbul jack-o'-lantern parachute lea�hopper red wine jelly�ish lampshade macaw stage sunglasses ant lighter American egret matchstick screen barn spider lemon monitor ski mask cloak obelisk mask hammerhead electric ray oscilloscope tennis ball parallel bars upright shower cap wallet tape player great white shark lycaenid leaf beetle stingray crash helmet beer glass lens cap vine snake Angora torch notebook binder magpie bee eater dugong dragon�ly mortar electric guitar schooner maraca scuba diver cabbage butter�ly hotdog bald eagle lotion sweatshirt candle pinwheel rule face powder Egyptian cat ice lolly pill bottle crate wooden spoon mitten tabby wool broom tiger cat knot bath towel velvet lynx Granny Smith spaghetti squash cheeseburger butternut squash barrel strawberry pick Figure A.2: Graph representing the relation between original and perturbed labels. Note that “dominant labels” appear systematically. Please zoom for readability. Isolated nodes are removed from this visualization for readability..
Load more

Recommended publications
  • Hats Off to You, Ladies!
    HATS OFF TO YOU, LADIES! by Rhonda Wray 2 Copyright Notice CAUTION: Professionals and amateurs are hereby warned that this Work is subject to a royalty. This Work is fully protected under the copyright laws of the United States of America and all countries with which the United States has reciprocal copyright relations, whether through bilateral or multilateral treaties or otherwise, and including, but not limited to, all countries covered by the Pan-American Copyright Convention, the Universal Copyright Convention and the Berne Convention. RIGHTS RESERVED: All rights to this Work are strictly reserved, including professional and amateur stage performance rights. Also reserved are: motion picture, recitation, lecturing, public reading, radio broadcasting, television, video or sound recording, all forms of mechanical or electronic reproduction, such as CD-ROM, CD-I, DVD, information and storage retrieval systems and photocopying, and the rights of translation into non-English languages. PERFORMANCE RIGHTS AND ROYALTY PAYMENTS: All amateur and stock performance rights to this Work are controlled exclusively by Christian Publishers. No amateur or stock production groups or individuals may perform this play without securing license and royalty arrangements in advance from Christian Publishers. Questions concerning other rights should be addressed to Christian Publishers. Royalty fees are subject to change without notice. Professional and stock fees will be set upon application in accordance with your producing circumstances. Any licensing requests and inquiries relating to amateur and stock (professional) performance rights should be addressed to Christian Publishers. Royalty of the required amount must be paid, whether the play is presented for charity or profit and whether or not admission is charged.
    [Show full text]
  • A GUIDE to HEAD LICE PREVENTION and TREATMENT May 2018
    A GUIDE TO HEAD LICE PREVENTION AND TREATMENT May 2018 What are Head Lice? Head lice are very small, tan-colored insects about the size of a sesame seed which live only on human heads. They live and lay eggs (nits) close to the scalp. The nits are about the size of the eye of a needle, oval shaped, and grey, white, brown, or tan in color. Head lice depend on human blood for their survival. How are Head Lice Spread? Lice are passed by direct contact with an infested person, or shared personal or household items. Lice do not spread to or from pets. Lice do not jump or fly. They crawl and can fall off the head. Lice do not live longer than 48 hours off the head. They only lay nits on hair shafts attached to the head. Nits that hatch after they have fallen off the head will die quickly without a blood meal. Prevention of Head Lice Children should not share hair care items, towels, clothing, hats, sports headgear or head phones. Avoid sharing lockers. If jackets and hats must be hung next to each other, control the spread of lice by hanging the clothing inside a plastic bag. Check children’s heads often so that new cases can be treated promptly. What are the Symptoms of Head Lice? Head lice cause itching of the scalp and neck. The nits are glued to the hairs within ½ in from the scalp, often found at the back of the head and behind the ears. Tiny red blood spots (louse bite marks) on the scalp are a sign of lice.
    [Show full text]
  • CAWGP 60-70 (CAWG Encampment Training Handbook)
    CAWGP 60-70 18 May 2019 Encampment Training Handbook CALIFORNIA WING - CADET PROGRAMS Supersedes: CAWGP 60-70 01 June 2018 OPR: CAWG/CP Distribution: California Wing CAP website “IT IS GOOD TO HAVE AN END TO JOURNEY TOWARD; BUT IT IS THE JOURNEY THAT MATTERS, IN THE END.” – ERNEST HEMINGWAY CAWGP 60-70 18 May 2019 2 CONTENTS Chapter 1 – Introduction ..................................................................... 7 1.1. PurposE oF EncampmEnt. ................................................................................................... 7 1.2. Utility oF EncampmEnt in CaliFornia Wing. ......................................................................... 7 FigurE 1.1. ThE EncampmEnt Chain oF Command in CaliFornia Wing ........................................ 7 1.3. Authority. ............................................................................................................................ 7 1.4. History oF CiVil Air Patrol EncampmEnts. ............................................................................ 8 1.5. History oF ThE CadEt Training Group. ................................................................................. 8 1.6. History oF thE 49th CTS. ...................................................................................................... 9 1.7. History oF thE White GloVE InspEction. ............................................................................. 10 Chapter 2 – Organization .................................................................. 12 2.1. GEnEral. ...........................................................................................................................
    [Show full text]
  • Can Yon Can Yon Ing Cap1 Ca Pa Bil I Ty Ca Pa Ble Ca Pa Cious Ca Pac I Tor Ca
    canyon 216 kind of military action: military/nuclear etc capability America’s nuclear capability can yon /'k{nj@n/ n [C] a deep valley with very steep capable S2 W2 /'keIp@bFl/ adj sides of rock that usually has a river running through 1 capable of (doing) sth having the qualities or ability ➔ it see picture at HOLE needed to do something: I don’t think he’s capable of canyoning /'k{nj@nIÎ/ also canyoneering murder. | The company isn’t capable of handling an /"k{nj@'nI@rIÎ $ -'nIr-/ AmE n [U] a sport in which you order that large. | I’m perfectly capable of looking after walk and swim along a fast-moving river at the bottom myself, thank you! of a canyon 2 able to do things well: a strong, capable woman cap1 S3 /k{p/ n [C] 3 capable hands someone who is able to do something 1 HAT a) a type of flat hat that has a curved part well: Helen was put in the capable hands of hair stylist sticking out at the front, and is often worn as part of a Daniel Herson. —capably adv uniform: a baseball cap | old men in flat caps | a capacious /k@'peIS@s/ adj formal able to contain a chauffeur’s peaked cap b) a covering that fits very lot: a capacious suitcase —capaciousness n [U] closely to your head: a swimming cap | a shower cap c) capacitor /k@'p{sKt@ $ -@r/ n [C] a piece of equip- a type of simple hat that fits very closely to your head, ment that collects and stores electricity worn especially by women in the past: a white lace cap C 2 COVERING a protective covering that you put on the ca?pac?i?ty S3 W2 /k@'pæsKti/ n plural capacities end or top of an object; = top: Make sure you put the 1 [singular] the amount of space a container, room etc cap back on the pen.
    [Show full text]
  • Busy Izzy and Why Do People Wear Hats? We Encourage You to Have Your Child Retell the Story in Their Own Words and Draw Their Own Pictures to Accompany It
    Contents Busy Izzy 2 Investigate Activity 4 Discover 5 Extend 8 Parent Guide 9 Parent Guide: Think and Read 10 Parent Guide: Investigate 13 Parent Guide: Discover 15 Resources 18 Social Media 19 Whose Hat is That? was adapted from a lesson developed by the K20 Center for the Oklahoma State Department of Education’s (OSDE) Oklahoma Young Scholars Project (S206A170007), a U.S. Department of Education (USDE) Jacob K. Javits Gifted and Talented Students Education Grant. Pg. 1 Think and Read Busy Izzy We are Kelsey and Addy, and we have a dog named Izzy. Sometimes Izzy gets us into a tiny bit of trouble, but one time she got us into BIG trouble! We were walking to baseball practice and Izzy decided to follow us there. Since Izzy is a kind dog and all the kids know her, the coach said she could stay. The team was so busy throwing, catching, and batting the ball that we didn’t notice how time had flown by. It was already time to go home! When we started gathering up the gear, we noticed that all the batting helmets were missing and so was my brand-new baseball cap! We looked around but didn’t spot a thing. We also didn’t spot Izzy. Kelsey and I had a bad feeling. We ran home as fast as we could. Yep, there was Izzy! Safe and sound in her doghouse. But our caps and helmets were still missing. Maverick, our neighbor, yelled from the front yard. “Hey Addy, have you seen my bicycle helmet? It’s missing!” We went around front and told him no.
    [Show full text]
  • Glance Askance
    Report from Glance yUQihington Askance OS The I Screening by Skip Ungar vo Room "HATS OFF TO HATS" (Little Known Facts From History) Contrary to popular belief, the first article of ap- a by parel was not the fig leaf. It was the hat. Even before Dean Sluyter leaving the Garden of Eden, Adam wore hats. We H know this because the earliest business ever establish- By m ed was known as Adams Hats. Congressman Hats were a very necessary item because language was quite limited. Thus, when Adam put on his cowboy hat, Eve knew he was going out to do a little ranching. And if he were going down to the vegetable Kevin Costner in "Field of garden, she realized this because he was wearing his Matt Rinaldo beanie. When she saw him in his pork-pie hat, it was Dreams": Innings of Eternity obvious that he was ambling over to slop the pigs. 7th District, New Jersey (PG) • • • • The hat that delighted her the most was his miner's Baseball is the most mystical of sports. Unlike ten- cap because then he was out looking for gold and Americans are deeply upset by the divided ruling nis, basketball, hockey, and all the others with their silver for her. Eve soon started wearing hats herself. of the United States Supreme Court declaring un- clocks and courts, baseball is, at least in principal, Her rain hat and shower cap proved most utile as did constitutional a Texas law prohibiting the desecra- unbounded. It is played between foul lines that her sun hat.
    [Show full text]
  • Mele Kalikimaka!
    Hawaii Government Employees Association NON PROFIT ORGANIZATION AFSCME Local 152, AFL-CIO U.S. POSTAGE PAID P.O. Box 2930 HONOLULU, HI AFSCME’S PEOPLE Honolulu, HI 96802-2930 PERMIT NO. 180 Public Employees Organized to Promote Legislative Equality Please consider being a PEOPLE MVP. By law, many of our organization’s legislative and political activities cannot be covered by ordinary dues dollars. We are required to have a special fund of voluntary contributions. That’s where you come in. As an HGEA retiree member, you are entitled to make a voluntary contribution to AFSCME’s PEOPLE fund. By making a small contribution to AFSCME PEOPLE each month, you can help elect senators and representatives who care about your needs and will pay attention to what we have to say. In Hawaii, members of HGEA can make contributions to PEOPLE that are deducted directly from pension checks. We welcome any amount that you can afford, but we urge you to consider the Retiree MVP at $8.40 a month. Every dollar you contribute to PEOPLE gives us a better chance to succeed. We need your support now more than ever. Mahalo. Hilo Retirees with U.S. Senator Mazie Hirono on March 26, 2018. Row 1 seated: Janet Fujimoto, Ruth Walker, Margaret Collins, Bertha Nagata; Row 2 standing: Ellen Kuwano, Lillie Tsuchiya; Row 3 standing: Evelyn Togashi, Taeko MeleOAHU + 12.13.18Kalikimaka!maui Chapter + 12.7.18 Kunimitsu, Adele Koyama, Carol Denis, Elsie Iida, Joanne Yokote Japanese Cultural center of hawaii UPW Meeting Hall manoa grand ballroom 841 Kolu Street | Wailuku, 96739 10:30am — 1:00pm 10:00am FIND doors open 10:00am | vendors at 9:00am WORD U C X S E J N G P Y P X E H S C B B T D All seats will be assigned.
    [Show full text]
  • 1455189355674.Pdf
    THE STORYTeller’S THESAURUS FANTASY, HISTORY, AND HORROR JAMES M. WARD AND ANNE K. BROWN Cover by: Peter Bradley LEGAL PAGE: Every effort has been made not to make use of proprietary or copyrighted materi- al. Any mention of actual commercial products in this book does not constitute an endorsement. www.trolllord.com www.chenaultandgraypublishing.com Email:[email protected] Printed in U.S.A © 2013 Chenault & Gray Publishing, LLC. All Rights Reserved. Storyteller’s Thesaurus Trademark of Cheanult & Gray Publishing. All Rights Reserved. Chenault & Gray Publishing, Troll Lord Games logos are Trademark of Chenault & Gray Publishing. All Rights Reserved. TABLE OF CONTENTS THE STORYTeller’S THESAURUS 1 FANTASY, HISTORY, AND HORROR 1 JAMES M. WARD AND ANNE K. BROWN 1 INTRODUCTION 8 WHAT MAKES THIS BOOK DIFFERENT 8 THE STORYTeller’s RESPONSIBILITY: RESEARCH 9 WHAT THIS BOOK DOES NOT CONTAIN 9 A WHISPER OF ENCOURAGEMENT 10 CHAPTER 1: CHARACTER BUILDING 11 GENDER 11 AGE 11 PHYSICAL AttRIBUTES 11 SIZE AND BODY TYPE 11 FACIAL FEATURES 12 HAIR 13 SPECIES 13 PERSONALITY 14 PHOBIAS 15 OCCUPATIONS 17 ADVENTURERS 17 CIVILIANS 18 ORGANIZATIONS 21 CHAPTER 2: CLOTHING 22 STYLES OF DRESS 22 CLOTHING PIECES 22 CLOTHING CONSTRUCTION 24 CHAPTER 3: ARCHITECTURE AND PROPERTY 25 ARCHITECTURAL STYLES AND ELEMENTS 25 BUILDING MATERIALS 26 PROPERTY TYPES 26 SPECIALTY ANATOMY 29 CHAPTER 4: FURNISHINGS 30 CHAPTER 5: EQUIPMENT AND TOOLS 31 ADVENTurer’S GEAR 31 GENERAL EQUIPMENT AND TOOLS 31 2 THE STORYTeller’s Thesaurus KITCHEN EQUIPMENT 35 LINENS 36 MUSICAL INSTRUMENTS
    [Show full text]
  • Stamp Act Newport Historical
    INTRODUCTION A picture is worth a thousand words, and in the following standards we have used period portraits and prints to help attendees prepare for the 1765 Stamp Act Event, sponsored by the Newport Historical Society, Newport, Rhode Island. The 1760’s produced a wide variety of portraiture of prominent New Englanders and artists, like Paul Sandby and others, offer us a glimpse of the clothing of the lower and working classes. You can incorporate many of the details found in the featured artwork to help make your impressions more date speciJic. We have written the standards as simply as possible, providing imagery to guide you in the development of your impression of Rhode Islanders in 1765. The standards are divided by class, upper, lower/middlin. Remember when trying to portray a speciJic date, you can go back, but you cannot go forward in time. Hallie Larkin & Stephanie Smith Larkin & Smith at the Sign of the Golden Scissors M EN’ S C LOTHING U PPER C LASS Coat or frock coat, waistcoat, breeches and shirts are the main garments for upperclass men. Cocked hat, neckcloth or neck stock, sleeve rufJles, bosom rufJles, sleeve buttons, watch and toys, and walking sticks are appropriate accessories that add to the overall appearance and impression. Visible seams should be hand-inished, fabrics should be of a quality that suits the level of society portrayed. Wool broadcloth, manchester velvet, silk taffeta, Jigured silks are good choices for the main garments of the upper classes as well as solid linen in shades of brown, blue, white and natural are acceptable choices for summer wear.
    [Show full text]
  • SOURCING MAGAZINE Especially for Canton Fair Buyers
    SOURCING MAGAZINE Especially for Canton Fair Buyers ➀ Free & Easy Access ➁ 1600 Industries Covering Majority of Chinese Products ➂ Over 3000 Suppliers Audited by SGS 3 2009 SOURCE NEW QUALITY PRODUCTS MADE IN CHINA MARKET INTELLIGENCE about us : Made-in-China.com (http://www.made-in-china.com) was developed in 1998 by Focus Technology Co., Ltd. and has become one of the leading marketplaces for global trade. As a leading B2B (Business to Business) portal connecting global buyers with Chinese suppliers, we have been devoted to facilitating two-way trade with China via English-language website. Millions of quality Chinese suppliers and their products are listed online for buyers to visit intensively. If you are sourcing products made in China, Made-in-China.com is definitely the most reliable partner to meet your requirements. Recommendation Apparel & Accessories Health & Medicine Belt & Accessories............................................................1 Health Care Appliance......................................................4 Underwear Set..................................................................2 Medical Supply �����������������������������������������������������������������5 Bags, Cases & Boxes Textile Gift Box & Bag ������������������������������������������������������������������3 Adhesive-bonded Fabric...................................................6 Quality Suppliers Agriculture & Food Health & Medicine Fodder, Feed & Additive ���������������������������������������������������7 Beauty Equipment ����������������������������������������������������������21
    [Show full text]
  • Shrek Inventory
    Shrek Inventory Bear Baby Screen Cage Gloves with Fur Shirt Red Scarf Pants with Furry Legs Fur Cowboy Hat Bear Momma Screen Cage Gloves with Fur Dress Fur Hat Bear Pappa Screen Cage Gloves with Fur Red Shirt Snap in Fur Arms Plaid Overalls Fur Hat Big Bad Wolf 1 Floral Bathrobe 1 Hat with Ears and Tiara 1 Mop Cap 1 Gloves with Fur 1 Sequin Dress 1 Pants with Hairy Legs Donkey Spandex with Foam Fur Body Hat with Mane Hooves Hand Hooves Dulocian Female 8 Gold Cap Dulocian Male 8 Gold Cap Faarquad 1 Black Pants 1 False Legs with Curtain 1 Red / Blue Sequin Top 1 Gold Belt 1 Dark Gold Cape 1 Red/ Blue Hat 1 Battle Helmet 1 Bathtub Chest Plate 1 Shower Cap 1 Black / Purple Tunic 1 Black Cape 1 Cavalier Hat 1 Wedding Gold Tunic 1 Gold Cape with Gems 1 Gold Pants 1 Crown 1 Burnt Crown Fiona 1 Green Bodice 1 Green Wrap skirt 1 Mini Skirt Cowl Ogre Gloves Fat Pad Wedding Dress Wedding Veil Fiona Double Padding Green Skirt Green Bodice Pearl Necklace Petticoat Gold Skirt Gold Bodice Wedding Veil Teen Fiona Green Top Green Skirt Young Fiona Green shirt Jumper Grumpy Foam Shell Long Tunic Red Pants Hat Humpty Dumpty EVA Egg Brick Pants Little Pig 3 Piggy Boots 3 Screen Cage 3 Piggy Pants 3 Hairy Chest 3 Piggy Shirt Pig Hat - Straw 3 Piggy Hands Pig Hat - Sticks Pig Hat - Brick Momma Ogre Nose Ogre Gloves Pappa Ogre Nose Ogre Gloves Pinocchio Hat Shrek 1 Fat Pad 1 Brown Pants 1 Shirt 1 Vest 1 Cowl 1 Ogre Gloves 1 Nose 1 Belt Young Shrek Cowl Ogre Gloves 1 Pants 1 Shirt Vest Blind Mice 3 Sequined Mini Dress 3 Silver Bubble Dress 3 White Gloves 3 Glasses with Nose Dungeon Knight 6 Black Pants 6 Raggedy Shirt 6 Raggedy Bit Vest Guard 7 Silver Shirt 7 Silver Armour 7 Arm Guards 7 Knee Guards 7 Helmet Guard Head 1 Silver Shirt 1 Gold Armour 1 Arm Guards 1 Knee Guards 1 Helmet Pinocchio 1 Yellow Shirt 1 Red Bow Tie 1 Blue Shorts 1 White Gloves White Rabbit 1 Screen Cage 1 Fluffy Pants 1 Vest With Sleeves 1 Bowtie 1 White Gloves 1 Hat with Ears.
    [Show full text]
  • Garden Dwelling Zoning Hearing
    . -ft" THIS WE$K COVERING OF HOIJMDEL, MADI80M "12 iPagfS MAKLHOKO, nlVTAWAN AND ii One Section •MAT A WAN BOXOOCI) Memer Member WEEK. J&Ji'-orl.Vt M ATAWAN, N. J., THURSDAY, JfJLY 12, 1962 Maw Jtrtey Pr«s AwwclatJtm Single Copy Ten Centi Instruction For Borough Children atawan Board Scls \jf Alternate j Malayan Kolarv Club's New President Roulc For Double Running Of Buses Bids On Temporary Routes Also To Sto | In Case New High School Is Not Ready I ' ' , ... i hv,h sd'oiil The lempordrv "B" . M\tav,an Rc«ionit Board of lid j ,,,UIJ ,,,,,,,, ai 3u,|uw'j, stole ami | ucit.or, Fi.day uutiged Ih.' setup ] «„,., ov,.r nutwood Ave RIVIIIH for advertising foi >chool bus routes | Q, jnJ Jilllln st l0 t))l! o)(( m,,i, to the extent "alternate" m«l "tern > ,,|iool 1 im temiiwary ' A" run is I 1 ! portuy routes uie to be m«luded | ., J n,,ie,, i|,e temporal y 'B' tun I in the specifications iilonji with thft ,| | m,|es Aii'hnri/.-d Uops aie ' "basic" route-, uioposcd by the diawbiuUe, Ciuld-u Si diui shoi." . tiui.sponation comrm:tci IUIIP t\ \ (.'oiiLOi'ise flu.leu's Mnio and I 1 Mi old J DoUn, IHU".! prcildciu, I Clilf«ooa Ave and Guidon Si Oiu fotii'd fault wuh the "IMMC" pip o , bus IUIIS two i.ips i s iwl piovldinf; (or double The "A" run on alternate Routr- routing of buses, such as used, in 'I is from Uurli'w's Store to Clifl- Mudhnn Township, til.
    [Show full text]